cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4fkyup
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis dasycneme (Boie, 1825)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 588 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000030-250121114848505/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjwcmg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mustela eversmanii Lesson, 1827",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000032-250121114848505/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8drhd7
title: Occurrence Download

description: A dataset containing 3160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium arvense var. integrifolium Wimm. & Grab."
 ]
}

 The dataset includes 3160 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000033-250121114848505/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbra4d
title: Occurrence Download

description: A dataset containing 460587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Delphinium L., Aconitum L., Staphisagria Hill)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 460587 records from 1595 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000017-250121114848505/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15016217
title: Data from "Soft matter mechanics of immune cell aggregates"

description: Data and example of raw experimental movie from "Soft matter mechanics of immune cell aggregates", Askari et al. J. R. Soc. Interface (2025).

Short details about all files:



20231002 11_Fig2C.avi is an example of a raw experimental movie.

20231002 11_Fig2C.txt contains all experimental details needed to analyse the above movie.

CD25_Fig1D.xlsx contains the data needed to replot Fig. 1d in the manuscript.

CD69_Fig1C.xlsx contains the data needed to replot Fig. 1c in the manuscript.

Cells Data FINAL.xlsx contains all experimental data from the stretching experiements.

DATA_Fig2C.txt contains the data needed to replot Fg. 2c in the manuscript (column 1: strain, column 2: stress in Pa).

FigS2.xlsx contains the data needed to replot Fig. S2 in the manuscropt.
DOI: 10.5281/zenodo.15672310
title: Data from "Soft matter mechanics of immune cell aggregates"

description: Data and example of raw experimental movie from "Soft matter mechanics of immune cell aggregates", Askari et al. J. R. Soc. Interface (2025).

Short details about all files:



20231002 11_Fig2C.avi is an example of a raw experimental movie.

20231002 11_Fig2C.txt contains all experimental details needed to analyse the above movie.

CD25_Fig1D.xlsx contains the data needed to replot Fig. 1d in the manuscript.

CD69_Fig1C.xlsx contains the data needed to replot Fig. 1c in the manuscript.

Cells Data FINAL.xlsx contains all experimental data from the stretching experiements.

DATA_Fig2C.txt contains the data needed to replot Fg. 2c in the manuscript (column 1: strain, column 2: stress in Pa).

FigS2.xlsx contains the data needed to replot Fig. S2 in the manuscropt.
DOI: 10.5281/zenodo.15676589
title: THE SOCIAL FUNCTION OF LIBRARIES AND THEIR ROLE IN SOCIETAL DEVELOPMENT
DOI: 10.5281/zenodo.15676590
title: THE SOCIAL FUNCTION OF LIBRARIES AND THEIR ROLE IN SOCIETAL DEVELOPMENT
DOI: 10.5281/zenodo.15654430
title: MOFClassifier: A Machine Learning Approach for Validating Computation-Ready Metal-Organic Frameworks

description: Full data (graph of each structure used in training), code, models, result, test for MOFClassifier.
DOI: 10.5281/zenodo.15654431
title: MOFClassifier: A Machine Learning Approach for Validating Computation-Ready Metal-Organic Frameworks

description: Full data (graph of each structure used in training), code, models, result, test for MOFClassifier.
DOI: 10.5281/zenodo.15676607
title: THE JАDID MOVEMENT АND ITS CONTRIBUTION TO THE DEVELOPMENT OF LIBRАRIES
DOI: 10.5281/zenodo.15676608
title: THE JАDID MOVEMENT АND ITS CONTRIBUTION TO THE DEVELOPMENT OF LIBRАRIES
DOI: 10.15468/dl.9srcwb
title: Occurrence Download

description: A dataset containing 1428682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Araneae"
 ]
}

 The dataset includes 1428682 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049093-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxpwka
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Austria",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 80 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049099-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc7jfc
title: Occurrence Download

description: A dataset containing 2556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Odontophrynus Reinhardt & Lütken, 1862"
 ]
}

 The dataset includes 2556 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049098-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15676606
title: Anexo 1: PHQ-9 SAN MARTÍN INSTRUMENTO

description: Instrumento en su versión en quechua San Martín
DOI: 10.15468/dl.beb97y
title: Occurrence Download

description: A dataset containing 2184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "TaxonKey is Taxodium Rich."
 ]
}

 The dataset includes 2184 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049100-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15672732
title: Multiproxy analyses of multiple firn cores from coastal Adélie Land covering the last 40 years

description: This dataset compiles the data used in our publication “Multiproxy analyses of multiple firn cores from coastal Adélie Land covering the last 40 years” (Tcheng et al., 2025).

The data {site_name}_unmatched_isotopes include the δ18O and δD values at a given depth in permil, for the individual firn cores at a given site (Stop0, Stop5 or D47). The data {site_name}_unmatched_chem includes the chemical impurities values ([Na+], [Cl-], [NO3-], [SO42-] and non-sea-salt sulfate in part per billion) for a range of depths delimitated by the minimum and the maximum depth values. The depth difference is display in the column “diff_depth_mm” and the mean depth value of the range is displayed in the column “mean_depth_mm”. 

Stacked δ18O and δD records are compiled in the files stack_{site_name} and feature the mean depth identified at a given date (in mm), the associated age before year 2017 (in year), the date (in year), the δ18O and δD values for the individual cores, for the stacked data and the minimum and maximum values of the individual cores (in permil).

Files named VFC_{model_name}_{site_name} provide the Virtual Firn Cores δ18O values with their associated date for both ECHAM6-wiso and LMDZ6iso Atmospheric Global Circulation Model at a given site. Columns date_yr_{site_name}, date_abs_{site_name} and d18_int_{site_name}_permil provide the corresponding values when neither compaction nor diffusion is applied. Columns labeled “compact” correspond to the same values when compaction is applied. Columns labeled “diff” correspond to the same values when diffusion is applied with the diffusion length provided in columns “diff_length_{site_name}”

All the depth provided are in millimeters (labeled “_mm”) or meters (labeled “_m”). The diffusion lengths of the Virtual Firn Cores are provided in millimeters.
DOI: 10.15468/dl.fwnh7j
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (UFRN-Fungos - Herbário UFRN - Fungos, FLOR - Herbário do Departamento de Botânica da Universidade Federal de Santa Catarina, ALCB - Herbário Alexandre Leal Costa, VIES-Fungi - Herbário Central da Universidade Federal do Espírito Santo - Coleção de Fungos, Référentiel taxonomique national (TAXREF) - Inventaire des Collectivités d'outre-mer et de la métropole (ICOM_15) issu des données biogéographiques de TAXREF v15, FLOR herbarium - Universidade Federal de Santa Catarina - Herbário Virtual REFLORA, University of Michigan Herbarium, Fungi of French Guiana, Référentiel taxonomique national (TAXREF)-Inventaire des Collectivités d'outre-mer et de la métropole issu des données biogéographiques de TAXREF)",
 "TaxonKey is Marasmius amazonicus Henn."
 ]
}

 The dataset includes 31 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049101-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15676617
title: SPECIFIC FEАTURES OF METHODS АND TOOLS FOR MАNАGING THE MАNАGEMENT PROCESS IN CULTURАL АND АRT INSTITUTIONS
DOI: 10.5281/zenodo.15676618
title: SPECIFIC FEАTURES OF METHODS АND TOOLS FOR MАNАGING THE MАNАGEMENT PROCESS IN CULTURАL АND АRT INSTITUTIONS
DOI: 10.15468/dl.b8dzr2
title: Occurrence Download

description: A dataset listing the 2212 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-83.65207 35.4269,-83.61019 35.42765,-83.60982 35.42766,-83.48852 35.43302,-83.17926 35.51922,-83.17816 35.51957,-83.17724 35.51996,-83.17479 35.52115,-83.0673 35.57424,-83.06468 35.57711,-83.05925 35.5832,-82.99813 35.65422,-82.99804 35.6561,-83.11131 35.77377,-83.17781 35.83882,-83.17833 35.83927,-83.18076 35.84104,-83.18192 35.84139,-83.83177 35.71942,-83.83679 35.71834,-83.83791 35.7179,-83.84124 35.71658,-83.86481 35.70598,-83.86679 35.70503,-83.86968 35.70322,-83.87 35.70299,-83.87235 35.70123,-83.87826 35.69645,-83.97551 35.6175,-83.99811 35.58928,-84.00495 35.5771,-84.01389 35.55619,-84.00829 35.51489,-84.00825 35.51478,-84.00823 35.51471,-84.00657 35.51161,-84.00655 35.51158,-84.00644 35.51144,-84.00643 35.51143,-84.0064 35.5114,-84.00634 35.51134,-83.9877 35.49404,-83.86561 35.45,-83.86471 35.44981,-83.65207 35.4269))",
 "HasGeospatialIssue is false",
 "TaxonKey is Diptera"
 ]
}

 The dataset's 2212 records were derived from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049095-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grkq4c
title: Occurrence Download

description: A dataset containing 951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllomedusa bicolor (Boddaert, 1772)"
 ]
}

 The dataset includes 951 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049102-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15676624
title: PROSPECTS FOR IMPROVING THE MANAGEMENT SYSTEM FOR INNOVATIVE PROJECTS
DOI: 10.5281/zenodo.15676625
title: PROSPECTS FOR IMPROVING THE MANAGEMENT SYSTEM FOR INNOVATIVE PROJECTS
DOI: 10.6084/m9.figshare.29218409.v1
title: Additional file 2 for Beyond Diagnoses: Identifying Functional Subgroups Among Adults with Chronic Conditions Using NHANES Data

description: Additional file 2. Top cluster solutions by algorithm type and clustering variables. Table S3. Ward’s D2 Hierarchical clusters based on functional task variables. Table S4. PAM clusters based on functional task variables. Table S5. GMM clusters based on functional task variables. Table S6. Ward’s D2 Hierarchical clusters based on chronic condition variables. Table S7. PAM clusters based on chronic condition variables. Table S8. GMM clusters based on chronic condition variables. Table S9. Ward’s D2 Hierarchical clusters based on combined variable sets (functional tasks and chronic condition). Table S10. PAM clusters based on combined variable sets. Table S11. GMM clusters based on combined variable sets.
DOI: 10.6084/m9.figshare.29329976
title: The result of Analysis of Factors Influencing the Sustainability of Generative AI Use in the Learning Process Among Jabodetabek University Students.xlsx

description: This research analyzes the factors that affect university students in the Jabodetabek area to continue using ChatGPT in their learning process. With the fast adoption of generative AI tools in education, ChatGPT is one of several platforms that has become widely used in the world for academic assistance. For the sustainability of ChatGPT usage not only gets affected by technical capabilities but also by psychological and social factors. This research used extended Technology Acceptance Model (TAM) by combining mediating variables like Perceived Trust and Satisfaction, and external variables like Competence and Social Influence. 415 valid respondents who are active university students and ChatGPT users collected with quantitative methods. SMART Partial Least Squares Structural Equation Modeling (PLS-SEM), SmartPLS 4 were used to analyze the data. All hypotheses proposed are significant statistically, with the most influential factors are Perceived Usefulness and Competence. Satisfaction and Trust serve as critical mediators, and Continuous Usage Behavior is also affected by Social Influence. The results found that the importance of improving digital competence of the students, trust, and fostering ethical AI usage in academic policies and support systems, provides valuable implications for future studies and academic exploration.
DOI: 10.6084/m9.figshare.29329976.v1
title: The result of Analysis of Factors Influencing the Sustainability of Generative AI Use in the Learning Process Among Jabodetabek University Students.xlsx

description: This research analyzes the factors that affect university students in the Jabodetabek area to continue using ChatGPT in their learning process. With the fast adoption of generative AI tools in education, ChatGPT is one of several platforms that has become widely used in the world for academic assistance. For the sustainability of ChatGPT usage not only gets affected by technical capabilities but also by psychological and social factors. This research used extended Technology Acceptance Model (TAM) by combining mediating variables like Perceived Trust and Satisfaction, and external variables like Competence and Social Influence. 415 valid respondents who are active university students and ChatGPT users collected with quantitative methods. SMART Partial Least Squares Structural Equation Modeling (PLS-SEM), SmartPLS 4 were used to analyze the data. All hypotheses proposed are significant statistically, with the most influential factors are Perceived Usefulness and Competence. Satisfaction and Trust serve as critical mediators, and Continuous Usage Behavior is also affected by Social Influence. The results found that the importance of improving digital competence of the students, trust, and fostering ethical AI usage in academic policies and support systems, provides valuable implications for future studies and academic exploration.
DOI: 10.15468/dl.38yj6f
title: Occurrence Download

description: A dataset containing 21879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Phaeophyceae"
 ]
}

 The dataset includes 21879 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049104-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/affb12b8c3029afb0894003a92caa38a
title: MCR LTER: Coral Reef: 2018 land cover map of Moorea, French Polynesia

description: Using a collection of imagery from June-September 2018 taken by the Worldview-3 satellite, land cover was classified for the island of Mo’orea, French Polynesia. A deep learning pixel classification model was trained for each of four separate dates of image collection when clouds were sparse over the island. The model was trained at the native resolution of the imagery (&lt;2m pixels). Training data included the multispectral WV-3 bands in addition to derived bands that index vegetation productivity (NDVI), vegetation texture (NDVI IDM), and water cover (NDWI). A consensus land cover map was generated from model predictions across the four sets of imagery.
DOI: 10.5281/zenodo.15676622
title: Teoría de super gravedad híbrida
DOI: 10.5281/zenodo.15676623
title: Teoría de super gravedad híbrida
DOI: 10.6084/m9.figshare.29329637
title: KPI data from the BAN-SAN pilot and control group TT Scenario 1 - focus on Max Gross Income

description: Исследование эмпирически обосновывает применение кластерных стратегий для управления рентабельностью и потерями в федеральных FMCG-сетях России. На основе адаптированного подхода A/B-тестирования в офлайн ритейле в 117 торговых точках (ТТ) сети «Магнит» (октябрь 2022 – июнь 2023) исследованы два сценария кластерных стратегий: 1) стратегия «максимизации Валовой доходности (ВД)» и 2) стратегия оптимального баланса между «ВД и розничным товарооборотом (РТО)». Изменения включали кластерную оптимизацию ассортиментных матриц (АМ) с заменой неликвидных SKU категории FRESH на высокомаржинальные безалкогольные/слабоалкогольные напитки (БАН/САН) в холодильных горках (ХГ) и оценку влияния на KPI (EBITDA, товарные запасы, доступность).The study empirically substantiates the use of cluster strategies to manage profitability and losses in Russia's federal FMCG networks. Based on an adapted A/B testing approach in offline retail in 117 Magnit retail outlets (October 2022 - June 2023), two scenarios of cluster strategies were investigated.: 1) the strategy of "maximizing Gross profitability (GD)" and 2) the strategy of optimal balance between "GD and retail turnover (RTO)". The changes included cluster optimization of assortment matrices (AM) with the replacement of illiquid SKUs of the FRESH category with high-margin soft/low-alcohol beverages (BAN/SAN) in refrigerated slides (HC) and an assessment of the impact on KPIs (EBITDA, inventories, availability).
DOI: 10.6084/m9.figshare.29329637.v1
title: KPI data from the BAN-SAN pilot and control group TT Scenario 1 - focus on Max Gross Income

description: Исследование эмпирически обосновывает применение кластерных стратегий для управления рентабельностью и потерями в федеральных FMCG-сетях России. На основе адаптированного подхода A/B-тестирования в офлайн ритейле в 117 торговых точках (ТТ) сети «Магнит» (октябрь 2022 – июнь 2023) исследованы два сценария кластерных стратегий: 1) стратегия «максимизации Валовой доходности (ВД)» и 2) стратегия оптимального баланса между «ВД и розничным товарооборотом (РТО)». Изменения включали кластерную оптимизацию ассортиментных матриц (АМ) с заменой неликвидных SKU категории FRESH на высокомаржинальные безалкогольные/слабоалкогольные напитки (БАН/САН) в холодильных горках (ХГ) и оценку влияния на KPI (EBITDA, товарные запасы, доступность).The study empirically substantiates the use of cluster strategies to manage profitability and losses in Russia's federal FMCG networks. Based on an adapted A/B testing approach in offline retail in 117 Magnit retail outlets (October 2022 - June 2023), two scenarios of cluster strategies were investigated.: 1) the strategy of "maximizing Gross profitability (GD)" and 2) the strategy of optimal balance between "GD and retail turnover (RTO)". The changes included cluster optimization of assortment matrices (AM) with the replacement of illiquid SKUs of the FRESH category with high-margin soft/low-alcohol beverages (BAN/SAN) in refrigerated slides (HC) and an assessment of the impact on KPIs (EBITDA, inventories, availability).
DOI: 10.17617/3.shrzyy
title: Effect of Testosterone on the spatial gene expression of female canary brains

description: To identify the underlying mechanisms and understand adult brain plasticity comprehensively, we tracked the testosterone-induced changes in the adult female canary song control nucleus, HVC, using in vivo 2-photon imaging of pre-labeled neurons throughout song development over several weeks. The testosterone effect was parallelly investigated by performing spatial transcriptomics (10X genomics Visium Spatial Gene Expression) of HVCs from testosterone- and placebo-treated birds. Hence, we aim to study the discrepancy between the observed HVC volume described by imaging methods and the HVC size reported in traditional histology after testosterone treatments. This dataset provides the image information to recreate the spatial gene expression profiles and barcode HVC allocation.
description: SPACE Ranger 10X Genomics, 2.1.1
DOI: 10.17030/uclan.data.00000601
title: 3rd International Yoga and Mind Body Practice Conference Book of Abstracts