cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18180749
title: Article School education and endogenous development- a systematic review of territorial links, local knowledge, autonomy and educational transformation

description: This repository contains the complete set of materials supporting the systematic review entitled School education and endogenous development: a systematic review of territorial links, local knowledge, autonomy and educational transformation.

The dataset includes:





The full corpus of research articles identified, screened, assessed for eligibility, and included across all phases of the PRISMA workflow (identification, screening, eligibility, and inclusion).




Documentation of the PRISMA process, allowing traceability of inclusion and exclusion decisions throughout the review.




Outputs from the qualitative analysis conducted using ATLAS.ti, including:3.1. The codebooks developed to guide the analytical process, with code definitions and categorical structure.3.2. The complete set of coded quotations (citations) extracted from the included studies, which constitute the empirical basis for thematic, axial, and interpretative analysis.



All materials are provided to ensure transparency, methodological rigor, and replicability of the systematic review and qualitative analysis. When required, identifying information has been anonymized in accordance with ethical research standards. This dataset is intended for academic and research use in the fields of educational research, territorial studies, and endogenous development.
DOI: 10.5281/zenodo.18180827
title: CytoP450-MolPred-main
DOI: 10.5281/zenodo.18180828
title: CytoP450-MolPred-main
DOI: 10.15468/dl.wx5493
title: Occurrence Download

description: A dataset containing 48606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is Hong Kong",
 "Geometry POLYGON((109 20,118 20,118 26,109 26,109 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ardea intermedia, Ardea alba, Ardea purpurea, Ardea cinerea)",
 "Year 1990-2025"
 ]
}

 The dataset includes 48606 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080923-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qjdff
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Palestine, State of",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 2322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080926-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8khy4h
title: Occurrence Download

description: A dataset containing 2031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Jordan",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 2031 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080927-251120083545085/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.31017055
title: BPAEC: A confocal microscopy image dataset for evaluating generalizability of deep learning-based super-resolution microscopy methods across microscopy modalities

description: This repository includes a dataset for evaluating generalizability of deep learning-based super-resolution microscopy methods across microscopy modalities and all pre-trained models used in our paper <b><i>Super-resolution optical microscopy via a wavelet-spatial progressive network with high parameter efficiency</i></b>.Our GitHub: XunyuH/WSPN: Super-resolution optical microscopy via a wavelet-spatial progressive network with high parameter efficiency.
DOI: 10.6084/m9.figshare.31017055.v4
title: BPAEC: A confocal microscopy image dataset for evaluating generalizability of deep learning-based super-resolution microscopy methods across microscopy modalities

description: This repository includes a dataset for evaluating generalizability of deep learning-based super-resolution microscopy methods across microscopy modalities and all pre-trained models used in our paper <b><i>Super-resolution optical microscopy via a wavelet-spatial progressive network with high parameter efficiency</i></b>.Our GitHub: XunyuH/WSPN: Super-resolution optical microscopy via a wavelet-spatial progressive network with high parameter efficiency.
DOI: 10.6084/m9.figshare.31017055.v3
title: BPAEC: A confocal microscopy images dataset for evaluating generalizability of deep learning-based super-resolution microscopy methods across microscopy modalities

description: This repository includes a dataset for evaluating generalizability of deep learning-based methods across microscopy modalities and all pre-trained models used in our paper <b><i>Super-resolution optical microscopy via a wavelet-spatial progressive network with high parameter efficiency</i></b>.Our GitHub: XunyuH/WSPN: Super-resolution optical microscopy via a wavelet-spatial progressive network with high parameter efficiency.
DOI: 10.15468/dl.ghcavr
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lebanon",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 666 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080930-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nz36v
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Syrian Arab Republic",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 126 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080933-251120083545085/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/14429585
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.es9qcw
title: Occurrence Download

description: A dataset containing 13075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kuwait",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 13075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080934-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szwves
title: Occurrence Download

description: A dataset containing 8804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 8804 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080937-251120083545085/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.29596547.v1
title: A standardized personality lexicon for enhancing natural language processing and personalized human-machine interaction

description: We developed a reliable large, high-quality personality lexicon that covers both coarse- and fine-grained personality categories and can be used for comprehensive personality perception tasks. We also detailed a systematic construction and validation process, demonstrating its robustness across the five dimensions and 30 facets using real participant data.The main dataset is named personality_lexicon.xlsx. This file contains all annotated personality adjectives, including the source, dimension, facet, and emotional polarity of each personality adjective. The column “id” contains a consecutive number identifying each individual lexical word. The dimension and facet indicate to which dimension and facet of personality each adjective belongs. In addition, the source and emotional valence (positive, negative, neutral) of the adjectives are provided.Other raw material includes the data collected from both the pilot study and the formal study. The pilot data are stored in pilot_study.xlsx, and the formal data are stored in formal_data.xlsx. Notably, the file formal_data.xlsx contains two sheets: the first sheet includes the 241 personality adjectives used in the pilot study, and the second sheet includes the 3600 personality adjectives used in the formal study.Both files contain demographic information, Big five inventory (IPIP-NEO-120) data, and rating scores for each study participant. Within the demographic information, the column “id” contains a consecutive number identifying each individual study participant; other details are described in the Methods. The big five inventory data include responses to 120 items as well as scores across the five dimensions of personality. All remaining columns represent the rating scores assigned to each lexical word by participants. To facilitate participants’ understanding of each adjective, each lexical word was embedded into a complete sentence during the rating process.<br>
DOI: 10.15468/dl.r2fpue
title: Occurrence Download

description: A dataset containing 30082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is Hong Kong",
 "Geometry POLYGON((109 20,118 20,118 26,109 26,109 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta garzetta",
 "Year 1990-2025"
 ]
}

 The dataset includes 30082 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080936-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18180924
title: The Influence of AI-Based Learning on the Effectiveness of Student Learning in Higher Education
DOI: 10.5281/zenodo.18180925
title: The Influence of AI-Based Learning on the Effectiveness of Student Learning in Higher Education
DOI: 10.15468/dl.7xpe3v
title: Occurrence Download

description: A dataset containing 1355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bahrain",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 1355 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080940-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3d6n97
title: Occurrence Download

description: A dataset containing 4396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Qatar",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 4396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080939-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bvux7
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Yemen",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080941-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18180937
title: Dataset for "A Bibliometric-Systematic Review of Organisational and Behavioural Dynamics in Net-Zero Building Maintenance"

description: This dataset contains bibliometric records (n=137) retrieved from the Web of Science Core Collection (2009–2025) used in the analysis of sustainable building-in-use maintenance for net-zero energy performance. Includes query strings, inclusion/exclusion criteria, and PRISMA flow summary.
DOI: 10.5281/zenodo.18180938
title: Dataset for "A Bibliometric-Systematic Review of Organisational and Behavioural Dynamics in Net-Zero Building Maintenance"

description: This dataset contains bibliometric records (n=137) retrieved from the Web of Science Core Collection (2009–2025) used in the analysis of sustainable building-in-use maintenance for net-zero energy performance. Includes query strings, inclusion/exclusion criteria, and PRISMA flow summary.
DOI: 10.18434/mds2-2291
title: X-ray computed tomography data of Additive Manufacturing Metrology Testbed (AMMT) parts: Overhang Part X4
DOI: 10.15468/dl.97pht6
title: Occurrence Download

description: A dataset containing 1435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tunisia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 1435 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080945-251120083545085/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.31022050
title: Preoperative serum Raman spectroscopy and machine learning for predicting postoperative acute kidney injury after acute type A aortic dissection

description: Acute type A aortic dissection (ATAAD) represents an aggressive cardiovascular condition with substantial morbidity and mortality rates. Postoperative acute kidney injury (AKI) is a complication that contributes significantly to worse prognosis following total aortic arch replacement (TAAR) surgery. Currently, there are neither effective predictive methods nor data regarding the application of preoperative serum Raman spectroscopy for early identification of AKI after TAAR surgery. Our study aimed to develop a predictive model and assess its effectiveness in prediction of AKI after TAAR surgery. Preoperative blood biochemical indicators were investigated while Raman spectra from preoperative serum samples were analyzed by quantifying the peak intensities. Following appropriate feature selection procedures, multiple machine learning classification models were integrated to identify the optimal model for predicting postoperative AKI. To facilitate personalized risk assessment, Shapley Additive exPlanations (SHAP) interpretation was developed. In summary, 396 patients were enrolled in this study and incidence of postoperative AKI was 56.1% (222/396). Out of the 15 biochemical parameters and 5 intensities of specific Raman peaks possessing statistical differences, 6 indictors (creatinine, cystatin C, neutrophil, platelet, glucose, carbon dioxide combining power [CO2cp]) and 3 Raman peak intensities (505, 947 and 1208 cm<sup>−1</sup>) were identified as predictors of postoperative AKI. The logistic regression model emerged as the optimal model, with a test set area under the curve (AUC) of 0.848 (95% confidence interval [CI]: 0.777–0.918) To our knowledge, this is the first study to integrate preoperative serum Raman spectroscopy with machine learning for predicting AKI risk in patients undergoing ATAAD surgery.
DOI: 10.6084/m9.figshare.31022050.v1
title: Preoperative serum Raman spectroscopy and machine learning for predicting postoperative acute kidney injury after acute type A aortic dissection

description: Acute type A aortic dissection (ATAAD) represents an aggressive cardiovascular condition with substantial morbidity and mortality rates. Postoperative acute kidney injury (AKI) is a complication that contributes significantly to worse prognosis following total aortic arch replacement (TAAR) surgery. Currently, there are neither effective predictive methods nor data regarding the application of preoperative serum Raman spectroscopy for early identification of AKI after TAAR surgery. Our study aimed to develop a predictive model and assess its effectiveness in prediction of AKI after TAAR surgery. Preoperative blood biochemical indicators were investigated while Raman spectra from preoperative serum samples were analyzed by quantifying the peak intensities. Following appropriate feature selection procedures, multiple machine learning classification models were integrated to identify the optimal model for predicting postoperative AKI. To facilitate personalized risk assessment, Shapley Additive exPlanations (SHAP) interpretation was developed. In summary, 396 patients were enrolled in this study and incidence of postoperative AKI was 56.1% (222/396). Out of the 15 biochemical parameters and 5 intensities of specific Raman peaks possessing statistical differences, 6 indictors (creatinine, cystatin C, neutrophil, platelet, glucose, carbon dioxide combining power [CO2cp]) and 3 Raman peak intensities (505, 947 and 1208 cm<sup>−1</sup>) were identified as predictors of postoperative AKI. The logistic regression model emerged as the optimal model, with a test set area under the curve (AUC) of 0.848 (95% confidence interval [CI]: 0.777–0.918) To our knowledge, this is the first study to integrate preoperative serum Raman spectroscopy with machine learning for predicting AKI risk in patients undergoing ATAAD surgery.
DOI: 10.15468/dl.8ws6s8
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Sudan",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 84 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080947-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ctzx6
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Eritrea",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 140 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080948-251120083545085/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/14429634
title: World Athletics Calendar (worldathletics.org)
DOI: 10.15468/dl.dndq65
title: Occurrence Download

description: A dataset containing 1221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Djibouti",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 1221 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080950-251120083545085/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.31022041
title: Enrichr output to support data from Figure 1D

description: F0 CRISPants were made using a sgRNA that targets both L and S homeologues of Xenopus laevis NeuroD2, in the DNA binding domain, resulting formation of a non-functional protein (Banerjee et al., 2024). Whole brains were dissected at Nieuwkoop and Faber (NF) stage 47 (Nieuwkoop & Faber, 1994) and snap frozen on dry ice in groups of four. Four such biological replicate samples were used for each condition. Total RNA was extracted using a Qiagen RNeasy mini kit with an on-column DNaseI treatment. Libraries were prepared using 1 mg of RNA with RIN &gt;9.5 and sequenced using Illumina Nextseq P2 by the Otago Genomics Facility, University of Otago, New Zealand, generating ~30 M reads per sample. Single reads of 100 bp were mapped to XENLA_10.1 genome build (Xenbase, accessed November 2024, RRID:SCR_003280) using DRAGEN v 4.0.4. Galaxy EU (RRID:SCR_006281) was used to generate read counts using FeatureCounts (Liao et al., 2014) and to normalise read counts and identify differentially expressed genes with EdgeR (Robinson et al., 2010). Sequencing data and read counts are available at NCBI GEO (Edgar et al., 2002, RRID:SCR_005012) under accession GSE307156. Genes with fold change of &gt; 2 and Benjamini-Hochberg corrected FDR &lt;0.05 (PAdj) between control and CRISPant brains were considered differentially expressed. Enrichr (RRID:SCR_001575) was used with a custom background list of brain expressed genes to identify enriched gene ontologies (Chen et al., 2013; Kuleshov et al., 2016). Significantly enriched pathways (PAdj&lt;0.05) are listed, with genes, in the accompanying file.