cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tvz2zn
title: Occurrence Download

description: A dataset containing 3260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Geometry POLYGON ((-75.31982 40.57637, -75.42988 40.57637, -75.42988 40.65392, -75.31982 40.65392, -75.31982 40.57637))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3260 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017203-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.25375
title: High-resolution maps of forest soil bulk density and pH across China at 90-m resolution
title: High-resolution maps of forest soil bulk density and pH across China at 90-m resolution

description: This dataset maps two key forest soil properties: bulk density and pH, across China at a spatial resolution of 90 meters and five standardized depth layers (0–5, 5–15, 15–30, 30–60, and 60–100 cm). The source data comprises 4,356 forest-specific soil profiles combined with 41 high-resolution environmental covariates, including climate, vegetation, and terrain variables. Quantile Regression Forests with forward selection and hyperparameter tuning were employed to generate the predictions. Model performance was evaluated via 10-fold cross-validation and independent validation, showing strong predictive accuracy (bulk density: 0.78–0.89 in cross-validation, 0.60–0.66 in independent validation; pH: 0.84–0.87 in cross-validation, 0.71–0.81 in independent validation). The spatial patterns reflect varying pedogenic controls by depth and property, with climate influencing bulk density and vegetation–parent material interactions dominating pH. The dataset supports forest-specific modeling of soil carbon, acidification, and land surface processes.
description: This dataset maps two key forest soil properties: bulk density and pH, across China at a spatial resolution of 90 meters and five standardized depth layers (0–5, 5–15, 15–30, 30–60, and 60–100 cm). The source data comprises 4,356 forest-specific soil profiles combined with 41 high-resolution environmental covariates, including climate, vegetation, and terrain variables. Quantile Regression Forests with forward selection and hyperparameter tuning were employed to generate the predictions. Model performance was evaluated via 10-fold cross-validation and independent validation, showing strong predictive accuracy (bulk density: 0.78–0.89 in cross-validation, 0.60–0.66 in independent validation; pH: 0.84–0.87 in cross-validation, 0.71–0.81 in independent validation). The spatial patterns reflect varying pedogenic controls by depth and property, with climate influencing bulk density and vegetation–parent material interactions dominating pH. The dataset supports forest-specific modeling of soil carbon, acidification, and land surface processes.
DOI: 10.34961/researchrepository-ul.29064224
title: Identifying key facilitators, barriers, and content in the development of policy capacity

description: Project name: Identifying key facilitators, barriers, and content in the development of policy capacityData collection and analysis: In this research we asked: What are the key facilitators, barriers, and content in the development of physical education professionals’ policy capacity (i.e. policy interest, understanding, and involvement/action/ initiative)? A two-round interview and survey Delphi investigation with 16 international physical education professionals with experience in policy research and/or practical initiatives was conducted. Participants were asked about key barriers, facilitators, and content in the development of their own and others’ policy capacity. Reflexive thematic analysis was conducted. For detailed procedures, see publication linked below.Overview of format and file type of data: 7 page Microsoft word document. Contains three tables, one pertaining to each of the following: barriers, facilitators, and content in the development of physical education stakeholders' policy capacity. The left side of each table is the anonymized, aggregated round one interview data, reduced and synthesize and the right side of each table is the round two survey data, indicating how many participants, agreed, disagreed or were neutral in response to each round one comment. Publication arising from this data: Lorusso, J. R., MacPhail, A., & Viczko, M. (2025). Understanding the development of physical education professionals’ policy capacity. Sport, Education and Society, 1–16. https://doi.org/10.1080/13573322.2025.2495818
DOI: 10.34961/researchrepository-ul.29168153
title: RCT Database for A randomised controlled trial of the effect of a nature–based intervention on climate capability in teenagers

description: We are experiencing a climate and biodiversity crisis unprecedented in the history of mankind. This novel randomized controlled trial tested an intervention to change climate capability in teenagers. At baseline, prior to allocation, climate capability was measured using the climate capability scale in all participants. The intervention consisted of weekly online climate education and motivation messages and a supervised field trip. The primary outcome was change in climate capability score between baseline and follow-up. A total of 116 students were invited to participate and 86 (73%) agreed to do so with all completing baseline data and 83 (97%) providing outcome data. There was evidence of a significant intervention effect (p&lt;0.01); with an increase in mean climate capability score of 8.2 (4.9 – 11.5) favoring the intervention. A nature-based intervention increased climate capability in teenagers with an associated rise in eco-anxiety. The trial was registered with ISRCTN on 26/10/24 (No: 46298/ www.isrctn.com/ISRCTN18655072).
DOI: 10.15468/dl.xzys8t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrastemma viperula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017204-251025141854904/datasets/export for details.
DOI: 10.15468/dl.ku2aam
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Mimosa diplotricha"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017205-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3jyj3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocodon retroflexus"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017206-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tv4eh
title: Occurrence Download

description: A dataset containing 3799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Geometry POLYGON ((-75.85847 42.06635, -76.08351 42.06635, -76.08351 42.14403, -75.85847 42.14403, -75.85847 42.06635))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3799 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017207-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48366/r1559845
title: Emerging Frontiers of AI and Digital Innovation in Education: A Comparative Keyword Analysis of EIT 2025 Studies

description: This comparative data synthesizes five recent Education and Information Technologies (EIT, Springer, 2025) research papers that collectively represent the current trajectory of AI-driven and technology-enhanced education research. Each study investigates how emerging technologies — such as artificial intelligence, robotics, and learning analytics — are transforming learning environments, teacher practices, and student experiences across varied global contexts (China, Spain, UAE, and South Korea).
DOI: 10.15468/dl.ddz3m9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrastemma virgatum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017208-251025141854904/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13620314
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.s8fqx2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocodon viridescens"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017210-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16794253
title: Manually created data for evaluating the effectiveness of micromobility protective equipment

description: Manually created data, and each entry in this dataset represented all the data types expected from all data sources (i.e., questionnaire, micro-vehicle sensor kit, and micromobility hazard detector.
DOI: 10.5281/zenodo.17529854
title: Manually created data for evaluating the effectiveness of micromobility protective equipment

description: Manually created data, and each entry in this dataset represented all the data types expected from all data sources (i.e., questionnaire, micro-vehicle sensor kit, and micromobility hazard detector.
DOI: 10.57760/sciencedb.31054
title: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow
title: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow

description: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow
description: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow
DOI: 10.15468/dl.5sr3wt
title: Occurrence Download

description: A dataset containing 203805 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Orchis kretzschmariorum, Cordylanthus pilosus, Indigofera brachyphylla, Indigofera cuneifolia, Indigofera trifoliata, Prunus brigantina, Prunus cerasia, Prunus cerasifera, Scrophularia variegata, Illecebrum verticillatum, Indigofera meyeriana, Indigofera magnifica, Symphytum longisetum, Russelia multiflora, Russelia tetraptera, Scrophularia pumilio, Indigofera heterophylla, Pallenis cyrenaica, Eysenhardtia peninsularis, Nemacladus glandulifer, Nemacladus orientalis, Evolvulus cardiophyllus, Microloma incanum, Armeria garganica, Andersonia barbata, Anisodontea pseudocapensis, Scrophularia chrysantha, Nidorella resedifolia, Indigofera frutescens, Indigofera roseola, Glaucium aleppicum, Orchis buelii, Miersia leporina, Melica fugax, Cryptogramma cascadensis, Armeria apollinaris, Armeria tingitana, Cordylanthus pringlei, Indigofera basedowii, Indigofera brachystachya, Indigofera coronillifolia, Trixis hyposericea, Indigofera melanadenia, Indigofera tsiangiana, Phanerophlebia umbonata, Fumana scoparia, Rhinephyllum parvifolium, Orcuttia inaequalis, Marina catalinae, Epipactis gerbaudiorum, Symphytum sylvaticum, Russelia furfuracea, Westringia glabra, Scrophularia xanthoglossa, Scrophularia serratifolia, Andersonia geniculata, Aconitum ronnigeri, Armeria vandasii, Chironia peduncularis, Chironia tetragona, Indigofera polygaloides, Leontodon hirtus, Scrophularia fatmae, Gonocarpus keigheryi, Melica trebinjensis, Nemophila menziesii, Fumana vilanovensis, Epipactis purpurata, Pavetta brownii, Andersonia involucrata, Gonocarpus hirtus, Cneorum pulverulentum, Miersia chilensis, Miersia myodes, Ledebouria bladeniana, Rosularia davisii, Synaphea sparsiflora, Synaphea lesueurensis, Palmeria foremanii, Aconitum angustifolium, Andersonia micrantha, Armeria arcuata, Armeria aspromontana, Armeria cariensis, Armeria fontqueri, Armeria helodes, Armeria muelleri, Indigofera arrecta, Indigofera concava, Scrophularia lucidaifolia, Trixis cacalioides, Scrophularia kurdica, Calocephalus citreus, Indigofera vicioides, Kedrostis psammophila, Marina capensis, Prunus armeniaca, Scrophularia calliantha, Scrophularia floribunda, Melica bocquetii)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 203805 records from 1228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017192-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16794355
title: Synthetic data generated for evaluating the effectiveness of micromobility protective equipment

description: Synthetic data generated by using Conditional Tabular Generative Adversarial Network (CTGAN) to expand real data (i.e., manually created data), and each entry in this dataset represented all the data types expected from all data sources (i.e., questionnaire, micro-vehicle sensor kit, and micromobility hazard detector.
DOI: 10.5281/zenodo.17529873
title: Synthetic data generated for evaluating the effectiveness of micromobility protective equipment

description: Synthetic data generated by using Conditional Tabular Generative Adversarial Network (CTGAN) to expand real data (i.e., manually created data), and each entry in this dataset represented all the data types expected from all data sources (i.e., questionnaire, micro-vehicle sensor kit, and micromobility hazard detector.
DOI: 10.15468/dl.w2n8t4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annulonemertes minusculus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017211-251025141854904/datasets/export for details.
DOI: 10.15468/dl.htn4x9
title: Occurrence Download

description: A dataset containing 6355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Geometry POLYGON ((-86.67684 33.4393, -86.94663 33.4393, -86.94663 33.62239, -86.67684 33.62239, -86.67684 33.4393))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6355 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017212-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.30999
title: Metagenomic data of alveolar lavage fluid in patients with pulmonary tuberculosis of different therapeutic effects
title: 不同疗效肺结核患者肺泡灌洗液宏基因数据

description: To explore the differences in the composition and function of alveolar microecological bacteria in patients with pulmonary tuberculosis with different therapeutic efficacy. In this study, 32 patients with drug-sensitive pulmonary tuberculosis after treatment were enrolled and divided into two groups based on therapeutic response: good efficacy group (n=16) and poor efficacy group (n=16). 
description: To explore the differences in the composition and function of alveolar microecological bacteria in patients with pulmonary tuberculosis with different therapeutic efficacy. In this study, 32 patients with drug-sensitive pulmonary tuberculosis after treatment were enrolled and divided into two groups based on therapeutic response: good efficacy group (n=16) and poor efficacy group (n=16).
DOI: 10.15468/dl.q6dt67
title: Occurrence Download

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

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017215-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.30953
title: children’s selective trust
title: children’s selective trust

description: Data Source & Collection Process：The data originated from kindergartens, targeting child participants. Data collection adopted a one-on-one interaction mode—researchers conducted task-based tests with each child individually (e.g., cognitive tasks, behavioral observation tasks) to ensure the authenticity and accuracy of each child’s response, avoiding interference between participants.Data Processing Tool：The raw data (e.g., task completion scores, response time records) were organized and analyzed using SPSS (full name: Statistical Package for the Social Sciences). This tool was mainly used for basic data cleaning (e.g., removing invalid samples with missing key information) and preliminary statistical processing (e.g., calculating descriptive statistics), which is a common statistical tool in educational and psychological research involving child participants.
description: Data Source & Collection Process：The data originated from kindergartens, targeting child participants. Data collection adopted a one-on-one interaction mode—researchers conducted task-based tests with each child individually (e.g., cognitive tasks, behavioral observation tasks) to ensure the authenticity and accuracy of each child’s response, avoiding interference between participants.Data Processing Tool：The raw data (e.g., task completion scores, response time records) were organized and analyzed using SPSS (full name: Statistical Package for the Social Sciences). This tool was mainly used for basic data cleaning (e.g., removing invalid samples with missing key information) and preliminary statistical processing (e.g., calculating descriptive statistics), which is a common statistical tool in educational and psychological research involving child participants.
DOI: 10.15468/dl.psfwjq
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "TaxonKey is Leucaena leucocephala"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017216-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.31041
title: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow
title: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow

description: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow
description: Shrub Encroachment Drives Multifunctionality Trade-offs by Reorganizing Plant and Microbial Communities in an Alpine Meadow
DOI: 10.57760/sciencedb.30930
title: the supplemental tables for The Development of the Self-Rating Multidimensional Wellness Scale for Chinese College Students
title: 大学生多维健康自评量表的编制补充材料

description: table 1 includes sample distributions by subjects' characteristics;table 2 includes the core characteristics of wellness dimensions;table 3 and table 4 include complete results from sample 1 and sample 2.
description: table 1 includes sample distributions by subjects' characteristics;table 2 includes the core characteristics of wellness dimensions;table 3 and table 4 include complete results from sample 1 and sample 2.
DOI: 10.6084/m9.figshare.30539792
title: Different trajectories for rates and drivers of CO2 emissions from global peatlands between 1990 and 2020

description: Precisely estimating soil carbon loss is a priority for improving management and mitigation efforts, especially for peatlands which is the largest soil carbon sink globally and is extremely sensitive to the intensified climate change and anthropogenic activity. However, variations in the rate and determinant of peatlands CO2emission from 1990 to 2020 - a period of severely environmental impacted, remain insufficiently quantified. Through a comprehensive synthesis of 1253 observational data, we systematically accessed decadal-scale variations in the rate and determinant of CO2emission from global peatlands over the three decades.
DOI: 10.6084/m9.figshare.30539792.v1
title: Different trajectories for rates and drivers of CO2 emissions from global peatlands between 1990 and 2020

description: Precisely estimating soil carbon loss is a priority for improving management and mitigation efforts, especially for peatlands which is the largest soil carbon sink globally and is extremely sensitive to the intensified climate change and anthropogenic activity. However, variations in the rate and determinant of peatlands CO2emission from 1990 to 2020 - a period of severely environmental impacted, remain insufficiently quantified. Through a comprehensive synthesis of 1253 observational data, we systematically accessed decadal-scale variations in the rate and determinant of CO2emission from global peatlands over the three decades.
DOI: 10.15468/dl.upfqse
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocodon integrifolius"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017217-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.