cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccr6ckv
title: CCDC 691317: Experimental Crystal Structure Determination

description: Related Article: F.J.-B.dit Dominique, H.Gornitzka, A.Sournia-Saquet, C.Hemmert|2009|Dalton Trans.||340|doi:10.1039/b809943j
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.xjyban
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca nitida",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 121 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010437-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17178702
title: Storm Centered Microwave Images from TC-PRIMED.

description: Temporal Coverage is 1987 to 2025.

All images are from 85GHz to 91GHz.

All data used to create this dataset is free to use and readily available from the Amazon S3 Bucket, NCEI Data Portal, and the NCEI Thredds Server.
DOI: 10.5281/zenodo.17178701
title: Storm Centered Microwave Images from TC-PRIMED.

description: Temporal Coverage is 1987 to 2025.

All images are from 85GHz to 91GHz.

All data used to create this dataset is free to use and readily available from the Amazon S3 Bucket, NCEI Data Portal, and the NCEI Thredds Server.
DOI: 10.15468/dl.fbc8ht
title: Occurrence Download

description: A dataset containing 28222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum viarum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 28222 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010438-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exe3sy
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca sativa",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010440-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpg32v
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010441-250920141307145/datasets/export for details.
DOI: 10.15468/dl.r7jq6j
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca sativa",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010442-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vrcfe
title: Occurrence Download

description: A dataset containing 60600 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 (Aconitum lycoctonum)"
 ]
}

 The dataset includes 60600 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010424-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7sdub
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum wrightii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 533 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010443-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8ts6f
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca sativa",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 179 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010445-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc5sj5
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-73.768 -47.04788,-72.44132 -47.04788,-72.44132 -46.19334,-73.768 -46.19334,-73.768 -47.04788))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bovidae"
 ]
}

 The dataset includes 527 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010446-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17041036
title: Gauge Invariance and hyperforce correlation theory for equilibrium fluid mixtures: Datasets for Kob Andersen and Binary Symmetrical LJ Fluid

description: These Datasets belong to the following puplication: 

"Gauge invariance and hyperforce correlation theory for equilibrium fluid mixtures" (to be published)

Abstract: 

We formulate gauge invariance for the equilibrium statistical mechanics of classical multicomponent systems. Species-resolved phase space shifting constitutes a gauge transformation which we analyze using Noether’s theorem and shifting differential operators that encapsulate the gauge invariance. The approach yields exact equilibrium sum rules for general mixtures...The practical accessibility of the framework is demonstrated for binary Lennard-Jones mixtures using both adaptive Brownian dynamics and grand canonical Monte Carlo simulations. Specifically, we investigate the force-force pair correlation structure of theKob-Andersen bulk liquid and we show results for representative hyperforce correlation functions inWilding et al.’s symmetrical mixture confined between two asymmetric planar parallel walls.

 

The ZIP file contains two datasets: one for the Kob–Andersen fluid and one for a binary symmetric Lennard–Jones fluid.

Both datasets were generated using the MBD software package, developed by Florian Sammüller at the University of Bayreuth (https://gitlab.uni-bayreuth.de/bt306964/mbd).The variables analyzed in the accompanying publication can also be accessed through this repository.

For the Kob–Andersen dataset, the Adaptive Brownian Dynamics algorithm was used.It contains 30 independent runs of a 70:30 Kob–Andersen mixture at k_B T=1.1 in bulk, with the bulk density fixed at ρ=0.844. The total simulation time corresponds to a Brownian time of 4000.

For the binary symmetric Lennard–Jones fluid, the Grand Canonical Monte Carlo algorithm was applied. The system has same-species interactions ϵ11=ϵ22=ϵ and a reduced cross-species interaction ϵ12=0.7 ϵ. The fluid is laterally confined between an attractive and a repulsive wall. This dataset includes three state points: - gas:  k_B T = 0.98 and μ=−3.05 ϵ with 2×10^9 single-particle moves- mixed liquid: k_B T = 0.98 and μ=−2.85 ϵ with 3×10^9 single-particle moves - demixed liquid: k_B T = 0.98 and μ=−2.65 ϵ with 3×10^9 single-particle moves

 

More details regarding those datasets and their purpose can be found in the publication.
DOI: 10.5281/zenodo.17041037
title: Gauge Invariance and hyperforce correlation theory for equilibrium fluid mixtures: Datasets for Kob Andersen and Binary Symmetrical LJ Fluid

description: These Datasets belong to the following puplication: 

"Gauge invariance and hyperforce correlation theory for equilibrium fluid mixtures" (to be published)

Abstract: 

We formulate gauge invariance for the equilibrium statistical mechanics of classical multicomponent systems. Species-resolved phase space shifting constitutes a gauge transformation which we analyze using Noether’s theorem and shifting differential operators that encapsulate the gauge invariance. The approach yields exact equilibrium sum rules for general mixtures...The practical accessibility of the framework is demonstrated for binary Lennard-Jones mixtures using both adaptive Brownian dynamics and grand canonical Monte Carlo simulations. Specifically, we investigate the force-force pair correlation structure of theKob-Andersen bulk liquid and we show results for representative hyperforce correlation functions inWilding et al.’s symmetrical mixture confined between two asymmetric planar parallel walls.

 

The ZIP file contains two datasets: one for the Kob–Andersen fluid and one for a binary symmetric Lennard–Jones fluid.

Both datasets were generated using the MBD software package, developed by Florian Sammüller at the University of Bayreuth (https://gitlab.uni-bayreuth.de/bt306964/mbd).The variables analyzed in the accompanying publication can also be accessed through this repository.

For the Kob–Andersen dataset, the Adaptive Brownian Dynamics algorithm was used.It contains 30 independent runs of a 70:30 Kob–Andersen mixture at k_B T=1.1 in bulk, with the bulk density fixed at ρ=0.844. The total simulation time corresponds to a Brownian time of 4000.

For the binary symmetric Lennard–Jones fluid, the Grand Canonical Monte Carlo algorithm was applied. The system has same-species interactions ϵ11=ϵ22=ϵ and a reduced cross-species interaction ϵ12=0.7 ϵ. The fluid is laterally confined between an attractive and a repulsive wall. This dataset includes three state points: - gas:  k_B T = 0.98 and μ=−3.05 ϵ with 2×10^9 single-particle moves- mixed liquid: k_B T = 0.98 and μ=−2.85 ϵ with 3×10^9 single-particle moves - demixed liquid: k_B T = 0.98 and μ=−2.65 ϵ with 3×10^9 single-particle moves

 

More details regarding those datasets and their purpose can be found in the publication.
DOI: 10.15468/dl.p5cfc6
title: Occurrence Download

description: A dataset containing 16504 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 (Aconitum lycoctonum vulparia)"
 ]
}

 The dataset includes 16504 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010447-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2ncgdx
title: CCDC 2453879: Experimental Crystal Structure Determination

description: Related Article: Varusha Bhardwaj, Varsha Singh, Vellaichamy Ganesan, Muniappan Sankar|2025|Dalton Trans.|54|14123|doi:10.1039/d5dt01591j
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ncml8
title: CCDC 2454040: Experimental Crystal Structure Determination

description: Related Article: Chang-Qing Lin, Jiapeng Li, Jie Shi, Jun-Rong Wang, Rui-Ling Bo, Liao-Kuo Gong, Chun-Yang Pan, Xiao-Wu Lei, Zhongliang Gong|2025|Inorg.Chem.|64|18490|doi:10.1021/acs.inorgchem.5c03087
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nqvjs
title: CCDC 2464826: Experimental Crystal Structure Determination

description: Related Article: Angus C. G. Shephard, Amal Bouammali, Aymeric Delon, Zhifang Guo, Sylviane Chevreux, Claude Niebel, Olivier Dautel, Thomas Simler, Glen B. Deacon, Peter C. Junk, Florian Jaroschik|2025|Dalton Trans.|54|13918|doi:10.1039/d5dt01881a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nqvkt
title: CCDC 2464827: Experimental Crystal Structure Determination

description: Related Article: Angus C. G. Shephard, Amal Bouammali, Aymeric Delon, Zhifang Guo, Sylviane Chevreux, Claude Niebel, Olivier Dautel, Thomas Simler, Glen B. Deacon, Peter C. Junk, Florian Jaroschik|2025|Dalton Trans.|54|13918|doi:10.1039/d5dt01881a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nqvlv
title: CCDC 2464828: Experimental Crystal Structure Determination

description: Related Article: Angus C. G. Shephard, Amal Bouammali, Aymeric Delon, Zhifang Guo, Sylviane Chevreux, Claude Niebel, Olivier Dautel, Thomas Simler, Glen B. Deacon, Peter C. Junk, Florian Jaroschik|2025|Dalton Trans.|54|13918|doi:10.1039/d5dt01881a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nqvmw
title: CCDC 2464829: Experimental Crystal Structure Determination

description: Related Article: Angus C. G. Shephard, Amal Bouammali, Aymeric Delon, Zhifang Guo, Sylviane Chevreux, Claude Niebel, Olivier Dautel, Thomas Simler, Glen B. Deacon, Peter C. Junk, Florian Jaroschik|2025|Dalton Trans.|54|13918|doi:10.1039/d5dt01881a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.bt8jhk
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sollya heterophylla",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010448-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uunzed
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010449-250920141307145/datasets/export for details.
DOI: 10.15468/dl.gs7ryg
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix canariensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010450-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e233761v3
title: ECIN Replication Package for "Interdependence of government expenditure among European countries: Productivity spillover and strategic interaction"

description: We
build an endogenous growth model that distinguishes productive and welfare
government expenditures and embeds fiscal externalities. The model yields three
testable hypotheses: (i) productive expenditure raises growth (Barro effect);
(ii) productive expenditure generates cross-country productivity spillovers;
(iii) government expenditure structure exhibits spatial dependence. Estimation
with a spatial-panel dataset for 30 European economies (EU27+3) corroborates
all three hypotheses. We further show that positive productivity externalities
induce an international free-rider problem, causing systematic under-investment
in productive expenditure, while negative welfare externalities trigger a
“welfare tournament” and over-spending on non-productive expenditure.
DOI: 10.15468/dl.mtssgv
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-73.768 -47.04788,-72.44132 -47.04788,-72.44132 -46.19334,-73.768 -46.19334,-73.768 -47.04788))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocamelus bisulcus"
 ]
}

 The dataset includes 55 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010451-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17151001
title: Data-driven decision support system for electric vehicle workplace charging

description: This repository contains the source code and supplementary materials for the paper “Navigating the Sustainable Mobility Transition: Designing a Data-Driven Decision Support System for Planning and Operating Electric Vehicle Workplace Charging Infrastructure” (submitted to Decision Support Systems).

The open-source web application implements a decision support system (DSS) tailored to firms planning and operating EV workplace charging infrastructure. Using firm-specific electricity load data, shift patterns, EV adoption scenarios, and optimisation algorithms, the DSS quantifies trade-offs between three key objectives: (i) peak demand minimisation, (ii) cost reduction, and (iii) carbon emissions mitigation.

The DSS was developed following a Design Science Research approach and iteratively refined over three design cycles. It was tested with eight medium-to-large German firms, using real-world electricity consumption data. Semi-structured interviews (n = 8 firms) revealed that the DSS helped executives surface trade-offs, foster cross-departmental dialogue, and shift their focus from short-term operational concerns to long-term strategic planning. Usability testing with the System Usability Scale (SUS) (n = 11 respondents) confirmed high adoption potential, with an overall score of 81.8 (‘excellent’).

Supplementary material:





Source code of the open-source web application (Streamlit-based interface, Python optimisation back-end)




Interview quotes (Excel file, anonymised, structured by themes)




Full System Usability Scale (SUS) calculations (Excel file)



 

Interactive demo available at: https://ev-workplace-charging.streamlit.app/
DOI: 10.15468/dl.vruzu2
title: Occurrence Download

description: A dataset containing 1389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Estonian University of Life Sciences Institute of Agricultural and Environmental Sciences Mycological Herbarium",
 "MediaType is Image"
 ]
}

 The dataset includes 1389 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010452-250920141307145/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.29377427
title: CPTOND-2025

description: High-quality public transport operation network data serves as the foundation for urban transportation research, operational optimization, and sustainable development planning. China operates the world's largest and highest-ridership public transport system, where buses and metros jointly constitute the primary modes of urban mobility. Despite the critical importance of bus-metro systems, there remains a significant gap in comprehensive, integrated, and format-consistent bus-metro operational datasets available at the national scale. To advance and enhance China's existing public transport data resources, this study presents the China Public Transport Operation Network Dataset (CPTOND-2025). Based on data collection conducted in June 2025, this dataset systematically integrates bus operation networks from 350 cities and metro operation systems from 46 cities across mainland China, Hong Kong, and Macao, totaling 351 cities (with 45 cities having both bus and metro systems). CPTOND-2025 was constructed using scientifically designed methodologies that integrate data from professional bus platforms and commercial map APIs (Amap). Key technical processes include systematic route discovery, multi-source data fusion, coordinate system transformation, network segment analysis, and station projection, ultimately forming an integrated operational network with a total route length of approximately 3,408,000 kilometers (bus routes: ~3,375,000 km, metro routes: ~33,000 km). The dataset records key operational attributes including operating hours, fares, operating companies, and operational status, with bilingual field support in both Chinese and English. All data are stored in standardized Shapefile format using the WGS-84 (EPSG:4326) coordinate system, with an average spatial positioning accuracy of 5.08 meters. As a standardized, comprehensive, and open-access dataset, CPTOND-2025 supports diverse applications including operational efficiency assessment, network topology analysis, fare policy research, accessibility equity evaluation, transport network resilience analysis, and Transit-Oriented Development (TOD) studies, providing scientific data support for China's public transport management decisions while facilitating international academic exchange and comparative studies through GTFS format compatibility.