cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2ky91w
title: CCDC 2381638: Experimental Crystal Structure Determination

description: Related Article: Mahnaz Najafi, Jan Janczak|2025|ChemPlusChem|90|e202400400|doi:10.1002/cplu.202400400
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/s2mugm
title: DFO-SABS: Phytoplankton monitoring in the southwest Bay of Fundy

description: A monitoring program was initiated in May 1987 to study phytoplankton populations in the Western Isles region of the Bay of Fundy, southwest New Brunswick. Samples were collected for phytoplankton distribution and abundance. Water samples were collected at the surface using buckets from all locations and additional discrete depths of 10 m, 25 m, and 50 m were sampled using Niskin bottles at selected stations.
NOTE: Version 1 of this dataset prepared for OBIS contains only the surface distribution records for the period 1988-89.
DOI: 10.5281/zenodo.18634088
title: CircumSpectrum Data Directory and Files

description: This Zenodo archive provides the data folder required to run the CircumSpectrum framework. After downloading, users should place this folder inside the main CircumSpectrum directory obtained from the GitHub repository, replacing the previous "data" directory template.

Important: Do not modify any directory names or the internal folder structure. The CircumSpectrum source code (src/) is configured to access these specific directories as part of its workflow. Changing them may cause errors or failed data imports.

CircumSpectrum is a flux-based analysis framework that converts bulk and single-cell RNA-seq data into metabolic fingerprints using genome-scale models (GEMs) and machine learning. It integrates three main modules:





RADAR – Reaction-level activity decomposition and flux analysis




SOURIS – Single fingerprint comparison between two reference assays




CORALIE – Multi-tier correlation and analysis of several fingerprints across reference assays



The provided data resources enable full reproduction of the CircumSpectrum examples and benchmark analyses.

Contents of the data folder include:





Raw RNA-seq count matrices




Normalized RNA-seq data




RNA-seq datasets prepared for iMAT calibration




Human and mouse genome-scale metabolic models (GEMs)




Starting metabolite concentrations for iMAT simulations




RADA-xCheck datasets for observational study and experimental applications




Metabolic fingerprint model files




Fingerprint preparation objects from xCheck analyses




Reference metabolic flux assay data




Preprocessed single-cell RNA-seq Seurat objects



These files support reproducible metabolic modeling, benchmarking, and downstream applications using the CircumSpectrum pipeline.
DOI: 10.5281/zenodo.18634087
title: CircumSpectrum Data Directory and Files

description: This Zenodo archive provides the data folder required to run the CircumSpectrum framework. After downloading, users should place this folder inside the main CircumSpectrum directory obtained from the GitHub repository, replacing the previous "data" directory template.

Important: Do not modify any directory names or the internal folder structure. The CircumSpectrum source code (src/) is configured to access these specific directories as part of its workflow. Changing them may cause errors or failed data imports.

CircumSpectrum is a flux-based analysis framework that converts bulk and single-cell RNA-seq data into metabolic fingerprints using genome-scale models (GEMs) and machine learning. It integrates three main modules:





RADAR – Reaction-level activity decomposition and flux analysis




SOURIS – Single fingerprint comparison between two reference assays




CORALIE – Multi-tier correlation and analysis of several fingerprints across reference assays



The provided data resources enable full reproduction of the CircumSpectrum examples and benchmark analyses.

Contents of the data folder include:





Raw RNA-seq count matrices




Normalized RNA-seq data




RNA-seq datasets prepared for iMAT calibration




Human and mouse genome-scale metabolic models (GEMs)




Starting metabolite concentrations for iMAT simulations




RADA-xCheck datasets for observational study and experimental applications




Metabolic fingerprint model files




Fingerprint preparation objects from xCheck analyses




Reference metabolic flux assay data




Preprocessed single-cell RNA-seq Seurat objects



These files support reproducible metabolic modeling, benchmarking, and downstream applications using the CircumSpectrum pipeline.
DOI: 10.15468/dl.gw9q7y
title: Occurrence Download

description: A dataset containing 857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monticalia ledifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 857 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015902-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdvd88
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apistogramma paulmuelleri",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015903-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3812
title: Dataset supporting thesis "Modelling electromechanical interaction of myocardium and coronary circulation for investigation of heart diseases" Part 1: Modelling single bifurcated artery flow with different types of motions

description: The ZIP file contains all COMSOL simulation files (without solution) used for modelling single bifurcated artery flow under different types of motions. There are four case studies: (i) non-moving artery, (ii) torsion, (iii) expansion, and (iv) combined. Simulation files for mesh convergence test (coarse, normal and fine mesh) are also included.

DOI: https://doi.org/10.5258/SOTON/D3812
DOI: 10.5281/zenodo.18634424
title: THE ROLE AND IMPORTANCE OF MODERN INTERIORS IN CONTEMPORARY LIFE

description: Modern interior design has become an essential component of contemporary living, influencing comfort, productivity, and psychological well-being. Interiors are no longer limited to decorative purposes but serve as functional, technological, and sustainable environments that support modern lifestyles. This study examines the role and importance of modern interiors in daily life, focusing on their functional, social, and emotional impact. The findings indicate that thoughtfully designed interior spaces significantly improve quality of life, promote efficiency, and enhance overall human well-being.
DOI: 10.5281/zenodo.18634423
title: THE ROLE AND IMPORTANCE OF MODERN INTERIORS IN CONTEMPORARY LIFE

description: Modern interior design has become an essential component of contemporary living, influencing comfort, productivity, and psychological well-being. Interiors are no longer limited to decorative purposes but serve as functional, technological, and sustainable environments that support modern lifestyles. This study examines the role and importance of modern interiors in daily life, focusing on their functional, social, and emotional impact. The findings indicate that thoughtfully designed interior spaces significantly improve quality of life, promote efficiency, and enhance overall human well-being.
DOI: 10.5523/bris.4hdxuu54tses2haojhlvhjfhw
title: Comparing the Evaporation Kinetics and Dried Morphologies of Particles Generated by Spray Dryers and Single-Particle Techniques

description: Understanding the fundamental processes that govern the morphology development of particles in spray dryers is crucial for optimising product quality and process efficiency. Previous attempts at utilising single droplet drying (SDD) studies to recreate spray dried powder morphologies have failed to account for the large temperature gradients present in an industrial drying chamber. Furthermore, only simple dairy-based solutions have been investigated. 
Here we present a novel method for reproducing the morphologies of a bench-top spray dryer using an SDD approach, by parameterising the drying regime of droplets in a spray dryer and recreating limits of that drying regime in a falling droplet column (FDC). 
A matrix of complex, fat free, dairy-based solutions were produced to observe the effect of carbohydrate content, protein type and fibre content on the drying behaviour and morphology of the resultant particles. It was observed that the casein content had the largest affect on both droplet evaporation rate and particle morphology, making the particles more buckled. Fibre content had no effect on the particle morphology.
DOI: 10.7910/dvn/avzse3
title: Strengthen PSNP Institutions and Resilience Phase II (SPIR II), Ethiopia: Group Problem Management Plus (g-PM+) Pilot, Follow-up 2

description: IFPRI, in collaboration with World Vision (WV) and implementation partners, evaluated the impact of a psychotherapy intervention, group Problem Management plus (gPM+), with and without a one-time lump sum cash transfer. The study is an interventional study using a cluster randomized control trial (cRCT) design that occurred in 70 kebeles across the regions of Oromia and Amhara. The evaluation includes a screening survey to assess eligible men and women; a baseline survey conducted before implementing the gPM+ or cash transfer intervention (June-July 2022); a first follow-up survey conducted on the same individuals right after the interventions (September-October 2022); and a second follow-up survey conducted approximately one year after the endline (September-December 2023). &lt;/p&gt;
This dataset is with respect to the endline survey and contains baseline demographic information on the sample in the gPM+ study. The first part comprises of household-level modules such as household roster, housing, assets, consumption, food security, investments, and occurrence of shocking events. The second part is composed of individual-level modules administered to the individuals screened for the study. These modules include instruments for measuring stress, anxiety, coping, self-efficacy, time and risk preference, savings, intimate partner violence, time use, and childcare.
description: STATA, 16
description: Household- and Community-level Surveys
description: Modules that pertain to the survey experiment, WXY, will be made publicly available upon request.
DOI: 10.15468/dl.khvgtc
title: Occurrence Download

description: A dataset containing 2163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryoria capillaris",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 2163 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015905-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwqmed
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "PublishingOrg is d9699a79-4736-45c2-925c-f4033ac67d52",
 "TaxonKey is Lontra canadensis"
 ]
}

 The dataset includes 233 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015907-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sg4kk
title: Occurrence Download

description: A dataset containing 852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Cebus capucinus"
 ]
}

 The dataset includes 852 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015906-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/2kvfxg
title: RUME 2010 survey data

description: These data come from the RUME (RUral Microfinance and Employment) survey carried out in 2010 among 405 households in 10 villages in the districts of Cuddalore and Viluppuram, in the rural region of Tamil Nadu (South India). This is the first wave of a multi-thematic household survey (employment, financial practices, agriculture, education, migration). The next waves are called NEEMSIS.
For more informations about the survey see the &lt;a href=’https://odriis.hypotheses.org/projects/data/rume‘&gt; RUME webpage&lt;/a&gt;.
Two documentation files in PDF format are provided: (1) "ODRIIS_RUME_manual", the survey manual explaining survey methodology, file descriptions and the content of files and variables; (2) "ODRIIS_RUME_HHquest", the household questionnaire.
Four Stata files (.dta) are provided: RUME-HH; RUME-loans_mainloans; RUME-occupations; RUME-migrations.
To ensure anonymity, names and addresses have been removed. The name of the village has also been scrambled.
description: Stata
DOI: 10.15468/dl.tqcr6m
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perama dichotoma",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 275 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015909-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18634433
title: KITOB TUMANI BOG'LARIDA TORTRICIDAE OILASIGA MANSUB MEVAXO'R KAPALAKLARNING TUR TARKIBI VA ULARNING BIOINDIKATORLIK AHAMIYATI
DOI: 10.5281/zenodo.18634432
title: KITOB TUMANI BOG'LARIDA TORTRICIDAE OILASIGA MANSUB MEVAXO'R KAPALAKLARNING TUR TARKIBI VA ULARNING BIOINDIKATORLIK AHAMIYATI
DOI: 10.15468/dl.st46sr
title: Occurrence Download

description: A dataset containing 8192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea quamoclit",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 8192 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015908-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccxrhns
title: CCDC 856736: Experimental Crystal Structure Determination

description: Related Article: P. Kalaivani, R. Prabhakaran, F. Dallemer, E. Vaishnavi, P. Poornima, V. Vijaya Padma, R. Renganathan, K. Natarajan|2014|J.Organomet.Chem.|762|67|doi:10.1016/j.jorganchem.2014.04.003
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/ccxrhpt
title: CCDC 856737: Experimental Crystal Structure Determination

description: Related Article: P. Kalaivani, R. Prabhakaran, F. Dallemer, E. Vaishnavi, P. Poornima, V. Vijaya Padma, R. Renganathan, K. Natarajan|2014|J.Organomet.Chem.|762|67|doi:10.1016/j.jorganchem.2014.04.003
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/ccxsmjt
title: CCDC 857817: Experimental Crystal Structure Determination

description: Related Article: Xue-Jie Li, Kang Zheng, Ling-Dong Wang, Yan-Tuan Li, Zhi-Yong Wu, Cui-Wei Yan|2013|J.Inorg.Biochem.|128|97|doi:10.1016/j.jinorgbio.2013.07.027
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/ccxsmmx
title: CCDC 857820: Experimental Crystal Structure Determination

description: Related Article: Xue-Jie Li, Kang Zheng, Ling-Dong Wang, Yan-Tuan Li, Zhi-Yong Wu, Cui-Wei Yan|2013|J.Inorg.Biochem.|128|97|doi:10.1016/j.jinorgbio.2013.07.027
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/ccxttl3
title: CCDC 858966: Experimental Crystal Structure Determination

description: Related Article: Kumarasamy Chandraprakash, Mathan Sankaran, Chokalingam Uvarani, Ramasamy Shankar, Athar Ata, Frederic Dallemer, Palathurai Subramaniam Mohan|2013|Tetrahedron Lett.|54|3896|doi:10.1016/j.tetlet.2013.05.077
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/ccxv07z
title: CCDC 859141: Experimental Crystal Structure Determination

description: Related Article: Stephania Christou, Emel Ozturk, Robin G. Pritchard, Peter Quayle, Ian J. Stratford, Roger C. Whitehead, Katharine F. Williams|2013|Bioorg.Med.Chem.Lett.|23|5066|doi:10.1016/j.bmcl.2013.07.041
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/ccxwhmw
title: CCDC 860579: Experimental Crystal Structure Determination

description: Related Article: Xiuli Wang, Peng Liu, Hongyan Lin, Chuang Xu, Juwen Zhang, Guocheng Liu|2013|Inorg.Chem.Commun.|30|79|doi:10.1016/j.inoche.2013.01.015
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/ccxy3yw
title: CCDC 862139: Experimental Crystal Structure Determination

description: Related Article: Cheng-Yong Jin , Yao Wang , Yao-Zong Liu , Chao Shen , and Peng-Fei Xu|2012|J.Org.Chem.|77|11307|doi:10.1021/jo301886j
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/ccxy4xw
title: CCDC 862169: Experimental Crystal Structure Determination

description: Related Article: Q-L. Luo, J-P. Tan, Z-F. Li, W-H. Nan, and D-R. Xiao|2012|J.Org.Chem.|77|8332|doi:10.1021/jo3011733
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/ccxycfm
title: CCDC 862371: Experimental Crystal Structure Determination

description: Related Article: Sayantani Saha, Tapas Ghatak, Biswajit Saha, Henri Doucet, and Jitendra K. Bera|2012|Organometallics|31|5500|doi:10.1021/om300469n
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/ccxycgn
title: CCDC 862372: Experimental Crystal Structure Determination

description: Related Article: Sayantani Saha, Tapas Ghatak, Biswajit Saha, Henri Doucet, and Jitendra K. Bera|2012|Organometallics|31|5500|doi:10.1021/om300469n
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/ccy0sxm
title: CCDC 864711: Experimental Crystal Structure Determination

description: Related Article: M. E. García-Rubiño, M. C. Núñez-Carretero, D. Choquesillo-Lazarte, J. M. García-Ruiz, Yolanda Madrid, J. M. Campos|2014|RSC Advances|4|22425|doi:10.1039/C4RA01968G
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/ccy0svk
title: CCDC 864709: Experimental Crystal Structure Determination

description: Related Article: M. E. García-Rubiño, M. C. Núñez-Carretero, D. Choquesillo-Lazarte, J. M. García-Ruiz, Yolanda Madrid, J. M. Campos|2014|RSC Advances|4|22425|doi:10.1039/C4RA01968G
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.