cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9997e8
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guinea",
 "DatasetKey is one of (Tropicos Specimens Non-MO, Royal Botanic Gardens, Kew - Herbarium Specimens, Tropicos MO Specimen Data, Checklist of the Vascular Plants of the Republic of Guinea, La liste Rouge des plantes menacées de la Guinée (BID-AF2015-0042-NAC), Natural History Collections of the Faculty of Biology AMU)",
 "Geometry POLYGON((-8.98406 7.32361,-8.82788 7.32361,-8.82788 7.46491,-8.98406 7.46491,-8.98406 7.32361))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 173 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003579-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqbdba
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lentinus villosus"
 ]
}

 The dataset includes 432 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003580-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szcnft
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen, Human Observation)",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvilagus brasiliensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 1116 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003582-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6e9m9
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is Vascular Plants of Samar Island Natural Park, Samar, Philippines",
 "OccurrenceStatus is Present",
 "Year 2022-2026"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003583-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31222822
title: Summary statisics to "<b>Clinical and Immuno-toxicological Characterization of Polysulfone Hypersensitivity in Hemodialysis Patients</b>"

description: Background: Polysulfone (PS) membranes are the predominant material in modern hemodialysis (HD), yet rare hypersensitivity reactions remain a clinical concern. This retrospective cohort study aimed to characterize the clinical presentation and immunotoxicological correlates of PS hypersensitivity and adapts novel laboratory tests for its detection.
DOI: 10.6084/m9.figshare.31222822.v1
title: Summary statisics to "<b>Clinical and Immuno-toxicological Characterization of Polysulfone Hypersensitivity in Hemodialysis Patients</b>"

description: Background: Polysulfone (PS) membranes are the predominant material in modern hemodialysis (HD), yet rare hypersensitivity reactions remain a clinical concern. This retrospective cohort study aimed to characterize the clinical presentation and immunotoxicological correlates of PS hypersensitivity and adapts novel laboratory tests for its detection.
DOI: 10.34740/kaggle/dsv/14689840
title: Global Heating Degree Days Dataset (1950-2023)
DOI: 10.15468/dl.fucv9h
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.33647 20.40527,-103.34162 20.41429,-103.35341 20.42166,-103.36534 20.42319,-103.37659 20.41633,-103.37415 20.40489,-103.37022 20.39511,-103.3549 20.39511,-103.33923 20.3977,-103.33647 20.40527))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 48 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003584-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18443809
title: PDA_study_dataset
DOI: 10.5281/zenodo.18443808
title: PDA_study_dataset
DOI: 10.15468/dl.xfceyw
title: Occurrence Download

description: A dataset containing 26583 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Calidris alpina schinzii, Calidris alpina alpina)"
 ]
}

 The dataset includes 26583 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003586-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18443842
title: DEVELOPMENT OF THE SERVICES SECTOR IN THE REPUBLIC OF UZBEKISTAN: INNOVATIVE SERVICES, INTEGRATION WITH PRODUCTION, AND EXPORT OF SERVICES

description: The article examines the key areas of development for the services sector in the Republic of Uzbekistan in the period 2024-2025, including digital transformation, innovation, integration of services with industrial production, and export potential. The analysis is based on statistical data from the State Statistics Committee of the Republic of Uzbekistan and industry reports, demonstrating a steady increase in the volume of services, a significant contribution of the sector to the country's GDP, the active implementation of digital solutions, and the expansion of international cooperation and service exports. Special attention is given to the dynamics of the services market growth, its development structure, and the prospects for further strengthening its competitiveness in the global arena.
DOI: 10.5281/zenodo.18443841
title: DEVELOPMENT OF THE SERVICES SECTOR IN THE REPUBLIC OF UZBEKISTAN: INNOVATIVE SERVICES, INTEGRATION WITH PRODUCTION, AND EXPORT OF SERVICES

description: The article examines the key areas of development for the services sector in the Republic of Uzbekistan in the period 2024-2025, including digital transformation, innovation, integration of services with industrial production, and export potential. The analysis is based on statistical data from the State Statistics Committee of the Republic of Uzbekistan and industry reports, demonstrating a steady increase in the volume of services, a significant contribution of the sector to the country's GDP, the active implementation of digital solutions, and the expansion of international cooperation and service exports. Special attention is given to the dynamics of the services market growth, its development structure, and the prospects for further strengthening its competitiveness in the global arena.
DOI: 10.15468/e6s76w
title: Materialy k Flore Tverskoy Oblasti. 1. Vysshiye Rasteniya, v. 4 (Notov, 2005): accepted names

description: A list of the tracheophyte names accepted in 4th version of "Materialy k Flore Tverskoy Oblasti. 1. Vysshiye Rasteniya" [= Materials to the Flora of Tver Oblast] (Notov, 2005). The dataset was compiled as a first step towards further processing of the modern checklist for Tver Oblast, Russia.Stable archival version (not edited, not curated).The dataset includes 1,755 accepted names of species, species aggregates and varieties. The structure of the list is a bit messy, therefore some redundant names are possible.Several minor orthographic errors in either scientific names or their authors were corrected manually. Some names were not automatically cross-linked with the GBIF backbone.
DOI: 10.5281/zenodo.18443903
title: Open Access training material for practicing with tokens (to supply with online lecture)

description: This lecture is a hands-on introduction to using token-based animations in BPMN.The goal is simple: make execution semantics visible — so that BPMN models stop being static diagrams and become something you can actually “run” and reason about.

It also serves as a lightweight preparation for those joining the upcoming eye-tracking experiment.

What we cover

A practical metaphor: tokens as a “GPS navigator” for process execution

process model = map

process instance = one concrete run of the process

token = a snapshot of where that instance currently is

Core definitions: process model vs process instance vs token(s)

Gateway semantics with tokens:

XOR (exclusive choice): one path enabled, no synchronization required at merge

AND (parallelism): multiple paths enabled, tokens split and must join/synchronize

Inclusive OR: one or more paths enabled; join depends on which branches were activated

Practice session (Camunda token simulation):

how to run tokens, select paths, pause/reset, adjust speed, inspect event logs

short questions/exercises to build intuition about execution counts and synchronization

Tools used

We use a lightweight BPMN 2.0 modeler with token simulation:bpmn-io.github.io/bpmn-js-token-simulation/modeler.html
DOI: 10.5281/zenodo.18443902
title: Open Access training material for practicing with tokens (to supply with online lecture)

description: This lecture is a hands-on introduction to using token-based animations in BPMN.The goal is simple: make execution semantics visible — so that BPMN models stop being static diagrams and become something you can actually “run” and reason about.

It also serves as a lightweight preparation for those joining the upcoming eye-tracking experiment.

What we cover

A practical metaphor: tokens as a “GPS navigator” for process execution

process model = map

process instance = one concrete run of the process

token = a snapshot of where that instance currently is

Core definitions: process model vs process instance vs token(s)

Gateway semantics with tokens:

XOR (exclusive choice): one path enabled, no synchronization required at merge

AND (parallelism): multiple paths enabled, tokens split and must join/synchronize

Inclusive OR: one or more paths enabled; join depends on which branches were activated

Practice session (Camunda token simulation):

how to run tokens, select paths, pause/reset, adjust speed, inspect event logs

short questions/exercises to build intuition about execution counts and synchronization

Tools used

We use a lightweight BPMN 2.0 modeler with token simulation:bpmn-io.github.io/bpmn-js-token-simulation/modeler.html
DOI: 10.34740/kaggle/dsv/14690358
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.8s8r52
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.3606 20.42437,-103.36275 20.43265,-103.368 20.44608,-103.38424 20.44966,-103.40502 20.44541,-103.41147 20.43556,-103.41362 20.41945,-103.40048 20.40288,-103.37732 20.40378,-103.36155 20.40534,-103.3606 20.42437))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 382 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003587-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ewzpq
title: Occurrence Download

description: A dataset containing 2922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxypogon guerinii",
 "Year 1975-2026"
 ]
}

 The dataset includes 2922 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003588-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5ysue
title: Occurrence Download

description: A dataset containing 267124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Aedes vexans)"
 ]
}

 The dataset includes 267124 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003573-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31222834
title: Genome-wide detection of fine-scale population stratification and long-distance dispersal of the Chinese mitten crab (<i>Eriocheir sinensis</i>)

description: Understanding the population genetic structure of marine decapods is essential for their effective conservation and management, particularly for species like the Chinese mitten crab (<i>Eriocheir sinensis</i>), which exhibits a complex life cycle and high invasive potential. In this study, we applied a population genomics approach using SLAF-seq to generate genome-wide SNP data from 120 unrelated individuals collected across six locations in China and Korea. We found a fine-scale but discernible level of genetic differentiation by regional populations correlated with geography. Individuals from Seocheon (Korea) and Wenzhou (southeastern China) exclusively share a distinct genetic ancestry component that makes them divergent from the rest, which we speculate may have been introduced by hybridization with congeneric species. We detected genetic outliers (9 out of 120 individuals) that show ongoing long-distance dispersal along the coastline of the Yellow Sea, likely happening during the planktonic larval phase. Collectively, our findings provide a genomic basis for delineating management strategies, supporting informed stock enhancement, and guiding region-specific conservation efforts for <i>E. sinensis</i> across East Asia.
DOI: 10.6084/m9.figshare.31222834.v1
title: Genome-wide detection of fine-scale population stratification and long-distance dispersal of the Chinese mitten crab (<i>Eriocheir sinensis</i>)

description: Understanding the population genetic structure of marine decapods is essential for their effective conservation and management, particularly for species like the Chinese mitten crab (<i>Eriocheir sinensis</i>), which exhibits a complex life cycle and high invasive potential. In this study, we applied a population genomics approach using SLAF-seq to generate genome-wide SNP data from 120 unrelated individuals collected across six locations in China and Korea. We found a fine-scale but discernible level of genetic differentiation by regional populations correlated with geography. Individuals from Seocheon (Korea) and Wenzhou (southeastern China) exclusively share a distinct genetic ancestry component that makes them divergent from the rest, which we speculate may have been introduced by hybridization with congeneric species. We detected genetic outliers (9 out of 120 individuals) that show ongoing long-distance dispersal along the coastline of the Yellow Sea, likely happening during the planktonic larval phase. Collectively, our findings provide a genomic basis for delineating management strategies, supporting informed stock enhancement, and guiding region-specific conservation efforts for <i>E. sinensis</i> across East Asia.
DOI: 10.15468/dl.qqsnep
title: Occurrence Download

description: A dataset containing 1334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guinea",
 "DatasetKey is one of (Tropicos Specimens Non-MO, Royal Botanic Gardens, Kew - Herbarium Specimens, Tropicos MO Specimen Data, Checklist of the Vascular Plants of the Republic of Guinea, La liste Rouge des plantes menacées de la Guinée (BID-AF2015-0042-NAC), Natural History Collections of the Faculty of Biology AMU)",
 "Geometry POLYGON((-9.13195 7.2704,-8.76529 7.2704,-8.76529 7.67757,-9.13195 7.67757,-9.13195 7.2704))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1334 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003589-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442322
title: Synthesis of Azatide Dipeptide Analogs and Their Stability and Reactivity in 98% w/w Sulfuric Acid

description: Supplementary Data for the paper entitled: 

Synthesis of Azatide Dipeptide Analogs and Their Stability and Reactivity in 98% w/w Sulfuric Acid

Sara Seager 1,2,3,4, Maxwell D. Seager 4,5, Ton Visser 6, Bartjan Koning 6, Jim van Wiltenburg 6, Martin Poelert 6 and Janusz J. Petkowski 7,8,*

1 Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

2 Department of Physics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

3 Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

4 Nanoplanet Consulting, Concord, Massachusetts 01742, USA

5 Department of Chemistry and Biochemistry, Worcester Polytechnic Institute, Worcester, Massachusetts 01609, United States

6 Symeres Netherlands BV, Kadijk 3, 9747 AT Groningen, The Netherlands

7 Faculty of Environmental Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

8 JJ Scientific, 02-792 Warsaw, Poland

* Correspondence: janusz.petkowski@pwr.edu.pl
DOI: 10.5281/zenodo.18442323
title: Synthesis of Azatide Dipeptide Analogs and Their Stability and Reactivity in 98% w/w Sulfuric Acid

description: Supplementary Data for the paper entitled: 

Synthesis of Azatide Dipeptide Analogs and Their Stability and Reactivity in 98% w/w Sulfuric Acid

Sara Seager 1,2,3,4, Maxwell D. Seager 4,5, Ton Visser 6, Bartjan Koning 6, Jim van Wiltenburg 6, Martin Poelert 6 and Janusz J. Petkowski 7,8,*

1 Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

2 Department of Physics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

3 Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

4 Nanoplanet Consulting, Concord, Massachusetts 01742, USA

5 Department of Chemistry and Biochemistry, Worcester Polytechnic Institute, Worcester, Massachusetts 01609, United States

6 Symeres Netherlands BV, Kadijk 3, 9747 AT Groningen, The Netherlands

7 Faculty of Environmental Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

8 JJ Scientific, 02-792 Warsaw, Poland

* Correspondence: janusz.petkowski@pwr.edu.pl
DOI: 10.5281/zenodo.18441685
title: Stability and Reactivity of Cyclopentane Nucleoside Analogs in 98% w/w Sulfuric Acid

description: Supplementary Data for the paper entitled: 

Stability and Reactivity of Cyclopentane Nucleoside Analogs in 98% w/w Sulfuric Acid 

Sara Seager 1,2,3,4,*, Maxwell D. Seager 4,5, Ton Visser 6, Nittert Marinus 6, Mael Poizat 6, Jim van Wiltenburg 6, Martin Poelert 6 and Janusz J. Petkowski 7,8

1 Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

2 Department of Physics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

3 Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

4 Nanoplanet Consulting, Concord, Massachusetts 01742, USA

5 Department of Chemistry and Biochemistry, Worcester Polytechnic Institute, Worcester, Massachusetts 01609, United States

6 Symeres Netherlands BV, Kadijk 3, 9747 AT Groningen, The Netherlands

7 Faculty of Environmental Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

8 JJ Scientific, 02-792 Warsaw, Poland

* Correspondence: seager@mit.edu
DOI: 10.5281/zenodo.18441684
title: Stability and Reactivity of Cyclopentane Nucleoside Analogs in 98% w/w Sulfuric Acid

description: Supplementary Data for the paper entitled: 

Stability and Reactivity of Cyclopentane Nucleoside Analogs in 98% w/w Sulfuric Acid 

Sara Seager 1,2,3,4,*, Maxwell D. Seager 4,5, Ton Visser 6, Nittert Marinus 6, Mael Poizat 6, Jim van Wiltenburg 6, Martin Poelert 6 and Janusz J. Petkowski 7,8

1 Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

2 Department of Physics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

3 Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

4 Nanoplanet Consulting, Concord, Massachusetts 01742, USA

5 Department of Chemistry and Biochemistry, Worcester Polytechnic Institute, Worcester, Massachusetts 01609, United States

6 Symeres Netherlands BV, Kadijk 3, 9747 AT Groningen, The Netherlands

7 Faculty of Environmental Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

8 JJ Scientific, 02-792 Warsaw, Poland

* Correspondence: seager@mit.edu
DOI: 10.6084/m9.figshare.31222828
title: Dataset for bibliometric analysis of <b>A Bibliometric Review of Artificial Intelligence for Human Resource Decision Support: Trends, Technologies, and Research Frontiers (2010–2025)</b>

description: This dataset contains bibliographic information for 338 peer-reviewed journal articles used in the bibliometric analysis reported in the associated manuscript.The records were retrieved from Scopus and Web of Science and include authors,titles, abstracts, keywords, sources, publication years, citations, and references.The dataset is provided to support transparency, reproducibility, and further research.
DOI: 10.6084/m9.figshare.31222828.v1
title: Dataset for bibliometric analysis of <b>A Bibliometric Review of Artificial Intelligence for Human Resource Decision Support: Trends, Technologies, and Research Frontiers (2010–2025)</b>

description: This dataset contains bibliographic information for 338 peer-reviewed journal articles used in the bibliometric analysis reported in the associated manuscript.The records were retrieved from Scopus and Web of Science and include authors,titles, abstracts, keywords, sources, publication years, citations, and references.The dataset is provided to support transparency, reproducibility, and further research.
DOI: 10.15468/dl.5n9y2a
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tapirus pinchaque",
 "Year 1975-2026"
 ]
}

 The dataset includes 484 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003590-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18443940
title: "METHODOLOGYOFMUSICEDUCATION:ASYNTHESISOFTRADITIONSANDINNOVATIONS"

description: Music education methodology is examined as a dynamic system that integrates classical principles with innovative approaches. The article discusses key methodological paradigms, including the traditional system of instruction, learner-centred technologies, project-based activities, and the use of information and communication technologies. Special attention is paid to game-based methods, technologies of active music perception, and methods for developing creative self-expression. Alongside traditional examinations, modern forms of assessing learning outcomes are presented. The main conclusion emphasizes the transition from reproductive to productive learning as the central vector in the development of music pedagogy.