cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31022041.v1
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.
DOI: 10.25550/9s-npwy
title: In vivo measurement of [cytosolic Calcium] in submandibular glands

description: Multiphoton microscopy in live mice expressing the genetically encoded calcium indicator GCamp6f in acinar cells of submandibular glands
DOI: 10.25550/9s-p12e
title: FIB-SEM micrographs from submandibular glands

description: Focused Ion beam milled sections of the apical region (20 x 20 um) of mouse submandibular gland
DOI: 10.26180/24814098
title: Supplementary data Table 2 An overview of some of the ways in which each attribute was deployed in the literature (conceptualised)

description: A supplementary table for the paper 'Embodiment in physical education? A deductive content analysis of empirical literature to gain conceptual clarity and pedagogical insights'.This data is the ways in which we felt the authors reviewed conceptualised the five attributes - supports need for language that is broad and understandable.
DOI: 10.26180/24814098.v1
title: Supplementary data Table 2 An overview of some of the ways in which each attribute was deployed in the literature (conceptualised)

description: A supplementary table for the paper 'Embodiment in physical education? A deductive content analysis of empirical literature to gain conceptual clarity and pedagogical insights'.This data is the ways in which we felt the authors reviewed conceptualised the five attributes - supports need for language that is broad and understandable.
DOI: 10.15468/dl.2y625j
title: Occurrence Download

description: A dataset containing 4382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Rwanda",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 4382 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080952-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf2par
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Burundi",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 48 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080953-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/24814089
title: Supplementary data Table 2 Data extraction

description: This is the data extraction table for the article 'Embodiment in physical education: A deductive content analysis of empirical literature to deepen conceptual clarity and pedagogical insights'
DOI: 10.26180/24814089.v1
title: Supplementary data Table 2 Data extraction

description: This is the data extraction table for the article 'Embodiment in physical education: A deductive content analysis of empirical literature to deepen conceptual clarity and pedagogical insights'
DOI: 10.15468/dl.h2ft6j
title: Occurrence Download

description: A dataset containing 47718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tanzania, United Republic 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 47718 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080954-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43znxe
title: Occurrence Download

description: A dataset containing 9311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 9311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080957-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whwrew
title: Occurrence Download

description: A dataset containing 25351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Botswana",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriidae",
 "Year 2002-2025"
 ]
}

 The dataset includes 25351 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080956-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e241211v1
title: Project Positive Attitudes Toward Health

description: The Project Positive Attitudes Toward Health (PATH) was a survey of people who inject drugs (PWIDs) aged 18 years old or older in Southeast Michigan. PATH was first conducted 2017 (Lee & Roddy, 2021) and then again in 2022-2023. Project PATH used respondent driven sampling (RDS) to recruit members of PWID who otherwise are hard to sample via traditional recruitment methods. Project PATH 2017 was an application of RDS to examine error properties empirically, whereas Project PATH 2022-2023 specifically aimed to examine the applicability of adaptive design for the goal of improving reproducibility of RDS implementation. From here on, Project PATH refers to the 2022-2023 study.The Project PATH started in May 2022 and continued until December 2023 with a total sample size of 915 for the baseline survey. The Project PATH interviews were conducted in four counties in Southeast Michigan: Wayne, Oakland, Macomb and St. Clair counties. Questions in the baseline survey covered topics such as general health, mental health, illicit drug use, health risk behaviors, sexually transmitted diseases, HIV, sexual orientation, health care service utilization and as well as socio-demographics. Questions specific to the interest of the local stakeholders were developed; these included topics related to Hepatitis A and access to naloxone. Demographic variables include gender, race, marital status, education level, age, and employment status. A baseline follow-up survey that was conducted 2-3 weeks after the baseline main survey, with 281 participants. This focused on the topics related to the RDS peer recruitment experiences. The wave 2 survey was conducted starting in April, 2023. A total of 277 participants from the baseline participated in the wave 2 survey. The wave 2 survey focused on the topics of overdose experiences, emerging substance use disorder issues, social support, and discrimination
description: The Project PATH used respondent driven sampling (RDS), which was proposed for recruiting rare, elusive and hard-to-reach populations. RDS starts with a small number of participants, called "seeds." RDS data collection typically starts with seeds who are eligible for the study. Once the seeds complete their participation, they are asked to recruit their peers (e.g., friends) who are also eligible for the study. The peers participate in the data collection and are asked to recruit their peers and the data collection based on this chain referral continues until a desired sample size is achieved or some other criteria (e.g., field period) are encountered.
description: People who inject drugs in Southeast Michigan. Smallest Geographic Unit: Cities
description: audio computer-assisted self interview (ACASI); computer-assisted personal interview (CAPI); face-to-face interview; telephone interview;
DOI: 10.18434/m32265
title: Supplementary Data for the paper "Three-Dimensional Particle Shape Analysis Using X-ray Computed Tomography: Experimental Procedure and Analysis Algorithms for Metal Powders" by E.J. Garboczi and N. Hrabe
DOI: 10.34740/kaggle/dsv/14429742
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.mmw9dp
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "DatasetKey is one of (Colección de Herpetología del Instituto de Ciencias Naturales (ICN-MHN-Her), CM Herps Collection, AMNH Herpetology Collections, University of Michigan Museum of Zoology, Division of Reptiles & Amphibians, Colección de anfibios - Museo de Herpetología de la Universidad de Antioquia, MVZ Herp Collection (Arctos), Diversidad de anfibios en tres coberturas vegetales y su relación con actividades antrópicas (amenazas) presentes en el Parque Nacional Natural Tatamá y su área de influencia, Registros biológicos de especies de fauna vertebrada terrestre en las centrales de San Carlos y Jaguas - 2009, Amphibian, Reptile Collection (MHNG-HERP) of Muséum d'histoire naturelle de la Ville de Genève, Observation.org, Nature data from around the World)",
 "TaxonKey is Centrolene prosoblepon"
 ]
}

 The dataset includes 188 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080964-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ypp97z
title: Replication Data for: Decoding National AI Regulatory Capacity: A Mixed-Methods Study at a Global Scale

description: The proliferation of artificial intelligence (AI) brings significant risks that require robust national regulatory capacity for mitigation. However, the mechanisms through which this capacity forms remain undertheorized. Addressing this gap, our study employs a sequential mixed-methods approach, integrating QCA and NCA applied to 135 countries with longitudinal process-tracing of four representative cases. We develop a novel endowment-preference-incentive (EPI) framework to assess AI regulatory capacity globally, identifying four equifinal paths along a spectrum from reaction to proactivity: interventionist reaction, (centralized or defensive) harmonist responsiveness, and entrepreneurial proactivity. These paths generate distinct regulatory regimes, characterized by varying approaches to regulatory foundations, standard-setting, and penalty imposition. This study contributes to AI governance, regulatory theory, and comparative governance by elucidating the causal mechanisms behind national AI regulatory capacity formation, presenting a robust typology for comparative research, and reconceptualizing regulation as a dual-purpose instrument that both enables innovation and safeguards public interests and technological sovereignty.
DOI: 10.5281/zenodo.18180908
title: Ionospheric Disturbance Observations Near 120°E During the May 2024 Superstorm: Multi-Instrument Dataset

description: This dataset contains multi-instrument observations documenting ionospheric disturbances along the 120°E longitude sector during the May 10-12, 2024 geomagnetic superstorm—the most intense space weather event since 2004 (Dst = -412 nT, Kp = 9). 

The dataset includes:- Processed vertical TEC from 9 BeiDou GEO satellite stations spanning 47°N to 32°S- Digital ionosonde data (foF2, hmF2) from 4 stations- Space weather indices (GOES, OMNI) and geomagnetic data- Global ionospheric maps (CODE GIM)- Satellite observations (Swarm, TIMED/GUVI, FY-3E, DMSP)- Model outputs (HWM14 neutral winds, PPEEFM electric fields)- Magnetometer data for equatorial electrojet analysis

Study period: May 7-14, 2024 (including pre-storm baseline). All data are provided in their original downloaded format and processed analysis-ready format.
DOI: 10.5281/zenodo.18180909
title: Ionospheric Disturbance Observations Near 120°E During the May 2024 Superstorm: Multi-Instrument Dataset

description: This dataset contains multi-instrument observations documenting ionospheric disturbances along the 120°E longitude sector during the May 10-12, 2024 geomagnetic superstorm—the most intense space weather event since 2004 (Dst = -412 nT, Kp = 9). 

The dataset includes:- Processed vertical TEC from 9 BeiDou GEO satellite stations spanning 47°N to 32°S- Digital ionosonde data (foF2, hmF2) from 4 stations- Space weather indices (GOES, OMNI) and geomagnetic data- Global ionospheric maps (CODE GIM)- Satellite observations (Swarm, TIMED/GUVI, FY-3E, DMSP)- Model outputs (HWM14 neutral winds, PPEEFM electric fields)- Magnetometer data for equatorial electrojet analysis

Study period: May 7-14, 2024 (including pre-storm baseline). All data are provided in their original downloaded format and processed analysis-ready format.
DOI: 10.5281/zenodo.17925377
title: A multi-tracer approach to constraining water sources of culturally and ecologically significant natural springs: combining environmental isotopes and environmental DNA

description: Copy of Wilderlab(TM) metabarcoding sequence database for assays used in the study (BE, BU, BX, CI, UM).
DOI: 10.5281/zenodo.16421549
title: Growth rate datasets of Chlamydomonas

description: This is a part of a manuscript "Metabolic rewiring and biomass redistribution enable optimized mixotrophic growth in Chlamydomonas" by Koley et al. https://doi.org/10.1073/pnas.2522572123
DOI: 10.5281/zenodo.16421550
title: Growth rate datasets of Chlamydomonas

description: This is a part of a manuscript "Metabolic rewiring and biomass redistribution enable optimized mixotrophic growth in Chlamydomonas" by Koley et al. https://doi.org/10.1073/pnas.2522572123
DOI: 10.5281/zenodo.16421485
title: Metabolomics and grow rate datasets of Chlamydomonas

description: This is a part of a manuscript "Metabolic rewiring and biomass redistribution enable optimized mixotrophic growth in Chlamydomonas" by Koley et al. https://doi.org/10.1073/pnas.2522572123
DOI: 10.5281/zenodo.16421484
title: Metabolomics and grow rate datasets of Chlamydomonas

description: This is a part of a manuscript "Metabolic rewiring and biomass redistribution enable optimized mixotrophic growth in Chlamydomonas" by Koley et al. https://doi.org/10.1073/pnas.2522572123
DOI: 10.13140/rg.2.2.11385.53604
title: IN STEPS Analysis of PERS009-2S5 902 1 23 Real World Data by the Persian Curve (PC) IN STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.5281/zenodo.18180834
title: zheng26/IE-CHAMI - CIT-PALSAR:IE-CHAMI and CIT-PALSAR

description: IE-CHAIM:Refine ECHAIM with external VTEC data

CIT-PALSAR:Three dimensional electron density inversion using PALSAR ionospheric tomography

If there are any other incomplete codes, please consult:13035039007@163.com
DOI: 10.5281/zenodo.18180835
title: zheng26/IE-CHAMI - CIT-PALSAR:IE-CHAMI and CIT-PALSAR

description: IE-CHAIM:Refine ECHAIM with external VTEC data

CIT-PALSAR:Three dimensional electron density inversion using PALSAR ionospheric tomography

If there are any other incomplete codes, please consult:13035039007@163.com
DOI: 10.13140/rg.2.2.24807.30886
title: RRR-E020- GHESAH PERSIAN CURVE – COMPLIANCE IN FRACTURE MECHANICS SAA COMPLIANCE FUNCTIONS
DOI: 10.5281/zenodo.17529819
title: Large-scale survey results on nature- and non-nature-based recreational activities, time allocation, and spending differences in China
DOI: 10.5281/zenodo.17529820
title: Large-scale survey results on nature- and non-nature-based recreational activities, time allocation, and spending differences in China
DOI: 10.5281/zenodo.18180942
title: 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.18180941
title: 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.18181039
title: FIShBOT Archive 2026-01-08

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.5281/zenodo.18181040
title: FIShBOT Archive 2026-01-08

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.5281/zenodo.18180961
title: PUE_326: AI Drift Detection Dataset (r=-0.95)

description: 10 repetitions of AI fatigue testing with Copilot validation.

Metrics:- R (Reduction): 10→1- P (Perplexity): 1→10- Drift: 0.12→0.95 (slope=0.083/rep)- Correlation: r=-0.95 (p=0.0001)

Method: Dual Review (Human + AI validation)License: CC-BY 4.0Author: Marce (Chile)Date: 2026-01-08
DOI: 10.5281/zenodo.18180962
title: PUE_326: AI Drift Detection Dataset (r=-0.95)

description: 10 repetitions of AI fatigue testing with Copilot validation.

Metrics:- R (Reduction): 10→1- P (Perplexity): 1→10- Drift: 0.12→0.95 (slope=0.083/rep)- Correlation: r=-0.95 (p=0.0001)

Method: Dual Review (Human + AI validation)License: CC-BY 4.0Author: Marce (Chile)Date: 2026-01-08
DOI: 10.15468/dl.sn2djg
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia ambrosioides",
 "Year 2000-2026"
 ]
}

 The dataset includes 551 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080967-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcp6ws
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cinnamomum kanehirae"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080969-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jgzgg
title: CCDC 2338096: Experimental Crystal Structure Determination

description: Related Article: Wei Zhou|2024|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.