cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7b52aw
title: Occurrence Download

description: A dataset containing 48094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 2007",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 48094 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008012-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x78ssvcy6x
title: Data for: Long-Range Dependence Parameter Estimation for Mixed Spectra Processes

description: The datasets used in the paper “Long-Range Dependence Parameter Estimation for Mixed Spectra Processes” are outdoor air quality indices (AQI) based on fine (PM2.5) and coarse (PM10) particulate matter, with diameters of 2.5 and 10 micrometers, respectively. The data were retrieved from the U.S. Environmental Protection Agency for the period from January 1, 1999, to December 31, 2020, consisting of daily observations.
DOI: 10.17632/x78ssvcy6x.1
title: Data for: Long-Range Dependence Parameter Estimation for Mixed Spectra Processes

description: The datasets used in the paper “Long-Range Dependence Parameter Estimation for Mixed Spectra Processes” are outdoor air quality indices (AQI) based on fine (PM2.5) and coarse (PM10) particulate matter, with diameters of 2.5 and 10 micrometers, respectively. The data were retrieved from the U.S. Environmental Protection Agency for the period from January 1, 1999, to December 31, 2020, consisting of daily observations.
DOI: 10.17632/4g3t6r8nxw
title: NDM-1 -producing K.pneumoniae belong to ST105

description: We mainly tested the antimicrobial resistance phenotype, biofilm formation ability, virulence to mice of one NDM-1-K.pneumoniae strian
DOI: 10.17632/4g3t6r8nxw.1
title: NDM-1 -producing K.pneumoniae belong to ST105

description: We mainly tested the antimicrobial resistance phenotype, biofilm formation ability, virulence to mice of one NDM-1-K.pneumoniae strian
DOI: 10.17632/36pc7s2hd2
title: Supplementary data for meta analysis of S. aureus and AD

description: Supplementary files for manuscript "Correlation between Staphylococcus aureus Colonization and Disease Severity in Atopic Dermatitis: A Systematic Review and Meta-Analysis of Randomized Controlled Trials"
DOI: 10.17632/36pc7s2hd2.2
title: Supplementary data for meta analysis of S. aureus and AD

description: Supplementary files for manuscript "Correlation between Staphylococcus aureus Colonization and Disease Severity in Atopic Dermatitis: A Systematic Review and Meta-Analysis of Randomized Controlled Trials"
DOI: 10.15468/dl.pjnhv4
title: Occurrence Download

description: A dataset containing 14248 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversidad de grupos selectos de vertebrados (Reptilia, Amphibia) e insectos (Lepidoptera: Papilionoidea y Hesperioidea; Odonata; Diptera: Bombyliidae) en el Valle de Cuatrociénegas y Sierra de la Madera, Coahuila, México"
 ]
}

 The dataset includes 14248 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008014-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2enf2
title: Occurrence Download

description: A dataset containing 20846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, eac88d99-9f6c-4031-8fc4-8088f0e0dfe7, 6c147991-c3bf-453d-a778-3bea9a534804, d5ef14a1-5177-4547-9ce2-46d84a4214eb)",
 "TaxonKey is Phaethornis anthophilus"
 ]
}

 The dataset includes 20846 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008016-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaes92
title: Occurrence Download

description: A dataset containing 8669 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversidad de grupos selectos de flora (Magnoliopsida: Malvales, Sapindales, Fabales, Laurales, Solanales y Caryophyllales) y fauna (Lepidoptera, Diptera, Odonata, Amphibia, Reptilia, Aves y Mammalia) del APFF Boquerón de Tonalá, Oaxaca, México"
 ]
}

 The dataset includes 8669 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008017-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4xgc49wdms
title: The Mineralogy of Simulated Martian Basalt Alteration: Clues from Smectite Assemblages

description: Our study addresses a critical gap in the paleoenvironmental reconstruction of Mars by moving beyond the limitations of interpreting individual mineral phases. Through systematic hydrothermal experiments simulating a broad pH range (pH=4-13), we investigate the formation of smectite-associated mineral assemblages and their implications for Martian aqueous environments.
DOI: 10.17632/4xgc49wdms.1
title: The Mineralogy of Simulated Martian Basalt Alteration: Clues from Smectite Assemblages

description: Our study addresses a critical gap in the paleoenvironmental reconstruction of Mars by moving beyond the limitations of interpreting individual mineral phases. Through systematic hydrothermal experiments simulating a broad pH range (pH=4-13), we investigate the formation of smectite-associated mineral assemblages and their implications for Martian aqueous environments.
DOI: 10.17632/nfzcm5v9g6.4
title: Codes and Data for "Impact of Technological Development on the Employment of Older Adults: Evidence from High-tech Industry Expansion in China"

description: Technological development and population ageing have been two defining trends in recent decades. However, whether technological advancements reinstate or displace employment opportunities for older workers remains unclear. Using a nationally representative dataset from China and the Bartik instrumental variable approach, we observe that while the overall impact of technological development on employment is estimated to be negative but statistically insignificant, the negative effect intensifies with age and becomes significant beyond the age of approximately 52. We suggest that displacement effects outweigh reinstatement effects, as the negative impact is driven primarily by older adults with lower socioeconomic statuses, who are more vulnerable to job displacement. Furthermore, technological development may exacerbate the income gap between the rich and others among older adults.

We cannot share the CFPS data due to the confidentiality requirements of CFPS. CFPS data is publicly available and easy to request. The CFPS data used in our paper can be requested via https://www.isss.pku.edu.cn/cfps/. To merge the CFPS data with our county-level and city-level variables, the county information of CFPS data is necessary, while it is not included in the public version of CFPS data. Researchers can apply for the restricted data, including the county information and city information, via http://isssappt.pku.edu.cn/index. We share all our codes used in this paper, including data clean code, data merge code, summary statistics code, and empirical regression code together with the Readme file in the replication package to make sure that our results can be replicated.
DOI: 10.15468/dl.b7rkvj
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus grossus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008019-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2uews
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus grossus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008020-250914085247600/datasets/export for details.
DOI: 10.15468/dl.tm46gj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus grossus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008021-250914085247600/datasets/export for details.
DOI: 10.15468/dl.43ptc4
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vultur gryphus",
 "Year 2024-2025"
 ]
}

 The dataset includes 698 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008022-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7y9wj9z4r2
title: Volcanism-fueled eutrophic lacustrine conditions during a Ladinian Pluvial Episode in the Middle Triassic

description: This dataset contains Fe speciation, elemental and P phase partitioning data for Core A and Core B in the Middle Triassic Ordos Basin, China.
DOI: 10.17632/7y9wj9z4r2.2
title: Volcanism-fueled eutrophic lacustrine conditions during a Ladinian Pluvial Episode in the Middle Triassic

description: This dataset contains Fe speciation, elemental and P phase partitioning data for Core A and Core B in the Middle Triassic Ordos Basin, China.
DOI: 10.17632/cptd93fk2r
title: Padlock-Designed MOFs Triggers an 'Avalanche Effect' to Enhance Apoptosis and Suppress Metastasis in Central Nervous System Lymphoma

description: Description of the data and file structure
This dataset encompasses single - cell sequencing data of the brain, gut, and blood from mice with tumor models and brain from healthy mice. It analyzes the levels of gut - derived macrophages in the brains of tumor model mice and explores the mechanisms by which intestinal macrophages are recruited to the sites of brain tumors.
Files and variables
File: gut.zip
Description: This data was collected from the gut tissues of tumor model mice.
File: Healthy-brain.zip
Description: This data was collected from the brain tissues of healthy mice.
File: Blood.zip
Description: This data was collected from the blood of tumor model mice.
File: Tumour-Brain.zip
Description: This data was collected from the brain tissues of tumor model mice.
Code/software
Read counts of scRNA-seq were derived using CellRanger toolkit (v 6.1.2). GRCh38 were used as a reference genome to align reads. Combined read counts were analyzed using the Seurat workflow (v4.3.0) and visulated by ggplot2 (v3.5.2) in R enviroment(v4.3.1). Cells were filtered out based on three metrics for quality control: (1) the number of total UMI count was above 1200 and below 40000; (2) the number of detected genes was above 200 and below 8000; (3) the percentage of mitochondrial gene counts was less than 15%. Additionally, genes being detected in fewer than 50 cells and cells being detected with fewer than 3 genes were filtered out. Then, for each sample, data were normalized and scaled using SCT transform with 2,000 variable features, and cells were clustered using clusterProfiler following the standard Seurat protocol. Cell clustering was carried out using the FindCluster function based on a shared nearest neighbor modularity optimization on the top 20 principal components. The resolution was set at 0.7, determined computationally. UMAP were plotted, colored by sample, cluster, or selected features. Pseudotime trajectory and cell fate inference was done using Monocle3 (v1.3.1)
DOI: 10.17632/cptd93fk2r.1
title: Padlock-Designed MOFs Triggers an 'Avalanche Effect' to Enhance Apoptosis and Suppress Metastasis in Central Nervous System Lymphoma

description: Description of the data and file structure
This dataset encompasses single - cell sequencing data of the brain, gut, and blood from mice with tumor models and brain from healthy mice. It analyzes the levels of gut - derived macrophages in the brains of tumor model mice and explores the mechanisms by which intestinal macrophages are recruited to the sites of brain tumors.
Files and variables
File: gut.zip
Description: This data was collected from the gut tissues of tumor model mice.
File: Healthy-brain.zip
Description: This data was collected from the brain tissues of healthy mice.
File: Blood.zip
Description: This data was collected from the blood of tumor model mice.
File: Tumour-Brain.zip
Description: This data was collected from the brain tissues of tumor model mice.
Code/software
Read counts of scRNA-seq were derived using CellRanger toolkit (v 6.1.2). GRCh38 were used as a reference genome to align reads. Combined read counts were analyzed using the Seurat workflow (v4.3.0) and visulated by ggplot2 (v3.5.2) in R enviroment(v4.3.1). Cells were filtered out based on three metrics for quality control: (1) the number of total UMI count was above 1200 and below 40000; (2) the number of detected genes was above 200 and below 8000; (3) the percentage of mitochondrial gene counts was less than 15%. Additionally, genes being detected in fewer than 50 cells and cells being detected with fewer than 3 genes were filtered out. Then, for each sample, data were normalized and scaled using SCT transform with 2,000 variable features, and cells were clustered using clusterProfiler following the standard Seurat protocol. Cell clustering was carried out using the FindCluster function based on a shared nearest neighbor modularity optimization on the top 20 principal components. The resolution was set at 0.7, determined computationally. UMAP were plotted, colored by sample, cluster, or selected features. Pseudotime trajectory and cell fate inference was done using Monocle3 (v1.3.1)
DOI: 10.15468/dl.k4wkw2
title: Occurrence Download

description: A dataset containing 36627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 2008",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 36627 records from 163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008024-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk4366
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocarpus acapulcensis"
 ]
}

 The dataset includes 173 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008023-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur7npt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 9.12",
 "DecimalLatitude is less than or equal to 13.52",
 "DecimalLongitude is greater than or equal to -21.49",
 "DecimalLongitude is less than or equal to -17.58",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008026-250914085247600/datasets/export for details.
DOI: 10.15468/dl.c3u68a
title: Occurrence Download

description: A dataset containing 1078 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pyrenula anomala"
 ]
}

 The dataset includes 1078 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008025-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/t8ns6fdky2.4
title: MASEM Dataset on Educational AI Technology Adoption among Students（from 2020 to June 2025）.

description: This dataset supports a meta-analytic structural equation modelling (MASEM) study investigating the factors influencing students’ behavioural intention to use educational AI (EAI) technologies. The research integrates constructs from the Technology Acceptance Model (TAM), Theory of Planned Behaviour (TPB), and Artificial Intelligence Literacy (AIL), aiming to resolve inconsistencies in previous studies and improve theoretical understanding of EAI technology adoption.

Research Hypotheses
The study hypothesized that: Students’ behavioural intention (INT) to use EAI technologies is influenced by perceived usefulness (PU), perceived ease of use (PEU), attitude (ATT), subjective norm (SN), and perceived behavioural control (PBC), as described in TAM and TPB.
AI literacy (AIL) directly and indirectly predicts PU, PEU, ATT, and INT.
These relationships are moderated by contextual factors such as academic level (K–12 vs. higher education) and regional economic development (developed vs. developing countries).

What the Data Shows
The meta-analytic dataset comprises 166 empirical studies involving over 69,000 participants. It includes pairwise Pearson correlations among seven constructs (PU, PEU, ATT, SN, PBC, INT, AIL) and is used to compute a pooled correlation matrix. This matrix was then used to test three models via MASEM: A baseline TAM-TPB model,
An internal-extended model with additional TPB internal paths, An AIL-integrated extended model. The AIL-integrated model achieved the best fit (CFI = 0.997, RMSEA = 0.053) and explained 62.3% of the variance in behavioural intention.

Notable Findings
AI literacy (AIL) is the strongest predictor of intention to use EAI technologies (Total Effect = 0.408).
PU, ATT, and SN also significantly influence intention.
The effect of PEU on intention is fully mediated by PU and ATT.
Moderation analysis showed that the relationships differ between developed and developing countries and between K–12 and higher education populations.

How the Data Can Be Interpreted and Used
The dataset includes bivariate correlations between variables, publication metadata, sample sizes, coding information, and reliability values (e.g., CR scores). Suitable for replication of MASEM procedures, moderation analysis, and meta-regression. Researchers may use it to test additional theoretical models or assess the influence of new moderators (e.g., AI tool type). Educators and policymakers can leverage insights from the meta-analytic results to inform AI literacy training and technology adoption strategies.
DOI: 10.5439/2588599
title: SCILLA Scanning Electrical Mobility Spectrometer (SEMS) airborne data

description: The Scanning Electrical Mobility Spectrometer (SEMS) provides measurements of bulk aerosol size distributions, which are crucial for studying aerosol-cloud interactions. The instrument sampled through two different inlets: an isokinetic inlet and a counter-flow virtual impactor (CVI) inlet. Data were collected to help improve climate and earth systems models, characterize atmospheric conditions, and validate satellite observations and climate simulations.
DOI: 10.15468/dl.x3s28y
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oxypogon guerinii",
 "Year 2024-2025"
 ]
}

 The dataset includes 551 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008028-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pcyqd
title: Occurrence Download

description: A dataset containing 86189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vultur gryphus"
 ]
}

 The dataset includes 86189 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007955-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vmnx7
title: Occurrence Download

description: A dataset listing the 44 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is PELD - ELPA | Effect of short-term meteorological disturbance on submergem aquatic vegetation and associated fauna"
 ]
}

 The dataset's 44 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008005-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2ykkjxmjs5
title: PeDRA NF1 Subgroup Needs Assessment Survey Instrument

description: Copy of PeDRA NF1 Subgroup Needs Assessment survey instrument as supplement to Urbonas et al.'s "Cross-sectional Survey of Unmet Needs in Children with NF1 and Cutaneous Neurofibromas: The Role of Pediatric Dermatology"
DOI: 10.5281/zenodo.17137346
title: Data and R scripts for 'The amount of reachable habitat determines population fate' (Argote et al., 2025)

description: This Zenodo repository contains all datasets and R scripts used in the article "The amount of reachable habitat determines population fate" (Argote et al., 2025, Ecography).

Files include:





Datasets: main and supplementary CSV files, plus R objects with landscape and trajectory data.




R scripts: analyses for the main article and supplementary materials.



All scripts assume datasets are in the same folder and can be run in R to fully reproduce the results from the article.

License: CC-BY 4.0
DOI: 10.17632/2ykkjxmjs5.1
title: PeDRA NF1 Subgroup Needs Assessment Survey Instrument

description: Copy of PeDRA NF1 Subgroup Needs Assessment survey instrument as supplement to Urbonas et al.'s "Cross-sectional Survey of Unmet Needs in Children with NF1 and Cutaneous Neurofibromas: The Role of Pediatric Dermatology"
DOI: 10.15468/dl.w2htbj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus grossus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008029-250914085247600/datasets/export for details.
DOI: 10.5281/zenodo.17137558
title: Ayudantía Alfredo Zamora Gracia 2025

description: Base de datos utilizada en el estudio:

"Búsqueda de estructuras esteroidales erróneas y análisis de las diferencias entre ellas y las mismas estructuras corregidas, por el método de acoplamiento molecular"
DOI: 10.5281/zenodo.17137559
title: Ayudantía Alfredo Zamora Gracia 2025

description: Base de datos utilizada en el estudio:

"Búsqueda de estructuras esteroidales erróneas y análisis de las diferencias entre ellas y las mismas estructuras corregidas, por el método de acoplamiento molecular"