cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5488450
title: <i>Ab Initio</i> Investigation of the Microspecies and Energy in Hydrated Strontium Ion Clusters

description: Quantum chemistry calculations were used to study the structure and energy of strontium (Sr) ion hydrated clusters [Sr(H<sub>2</sub>O)<sub>1−25</sub>]<sup>2+</sup>. The saturated hydration number of the first hydration layer of Sr<sup>2+</sup> was 8, and the hydration distance was 2.58 Å. The second hydration layer had 1–9 hydration numbers, and the hydration distance was in the range of 4.4–4.6 Å. This work also developed the relationship between the thermodynamic data (average water binding energy <i>E<sub>n</sub></i> and successive water binding energy Δ<i>E<sub>n,n</sub></i><sub>−1</sub>, etc.) of the aforementioned low-energy structure and the hydration structures. The first hydration layer was formed by the strong electrostatic interaction between Sr<sup>2+</sup> and water molecules, and the decrease in Δ<i>E<sub>n</sub></i><sub>,</sub><i><sub>n</sub></i><sub>−1</sub> was relatively large. Hydrogen bonds were formed between water molecules of the second hydration layer and water molecules of the inner layer, and the decrease in Δ<i>E<sub>n</sub></i><sub>,</sub><i><sub>n</sub></i><sub>−1</sub> was relatively small. When one water molecule was added beyond the second hydration layer, Δ<i>E<sub>n</sub></i><sub>,</sub><i><sub>n</sub></i><sub>−1</sub> was close to the hydrogen bond energy 8.88 kcal/mol (37.1 kJ/mol) of dimer water molecule, indicating that there was very weak interaction between Sr<sup>2+</sup> and the water molecules beyond the second hydration layer.
DOI: 10.6084/m9.figshare.8217308.v1
title: Transcript of interview RF

description: Transcript of interview RF
DOI: 10.17632/87gz97xvzy
title: Data for: Circulating levels of tissue factor and the risk of thrombosis associated with antiphospholipid syndrome

description: Cohort of patients with APS. Unprovoked VTE patients and controls
DOI: 10.3535/eef-x26-ygs
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x45-k9m-kyr
title: Specimen from Tallinn University of Technology

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/sxnc28fc4z
title: Free vibration frequencies of asymmetric sandwich plates

description: Raw data of free vibration frequencies of asymmetric sandwich plates.
DOI: 10.17632/t4rt98ykj5
title: Observations made during experimentation on SAH with encapsulated PCM on its absorber plate

description: A double pass packed bed solar air heater attached with encapsules filled with paraffin wax on its absorber plate is experimentally tested. Encapsules in circular and square cross sections in staggered and inline grid arrangements are used. Mass flow rate of air is changed to 0.00879 to 0.01484 kg/s. The absorber plate with cylindrical capsules in staggered arrangement was attached to SAH on the first day of the experiment and the blower was operated to supply air at a mass flow rate of 0.01484 kg/s. The direct solar radiation was recorded by placing solar power meter (WACO TM-206) perpendicular to the upper glass of the experimental setup. Thermocouples placed at different locations of SAH were connected to a multi-point temperature indicator to manually record temperatures at respective locations. The blower was allowed to run continuously for 30 minutes for each reading to ensure steady-state conditions are attained. Observations were recorded at every 5 minutes within these 30 minutes of time interval. PCM inside the capsules are charged during daytime from 9.45 a.m. to 2.15 p.m. The temperature of the air at SAH inlet and exit, temperatures of packed bed, absorber plate, lower glass, upper glass and PCM in capsules were manually recorded. In between 2.20 p.m. to 4.20 p.m, blower was switched off and the experimental setup was completely placed under insulation covers to minimize the heat loss to the surroundings. After 4.20 p.m. insulation covers were removed and blower was switched on to supply the air. This time PCM discharges stored heat to the air flowing over the capsules. The experiment for discharging process was conducted between 4.20 p.m. to 5.40 p.m. The temperature of the air at SAH inlet and exit, temperatures of packed bed, absorber plate, lower glass, upper glass and PCM in capsules were once again manually recorded.
DOI: 10.3535/0vs-cez-gts
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9tq-g3h-2tr
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/f2jghr3vmf
title: Automated online coupling of robot-assisted single drop microextraction and liquid chromatography

description: Arduino sketch for the performance of online SDME
DOI: 10.3535/8yl-91j-wpn
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sjn-wqg-64a
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.19220854.v1
title: Additional file 5 of Genome-wide profiling of long non-coding RNA of the rice blast fungus Magnaporthe oryzae during infection

description: Additional file 5: Table S3. Enriched GO terms of mycelia-specifically expressed lncRNA target genes.
DOI: 10.3535/39s-zv2-wqr
title: Tabulata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c52-164-t7r
title: ores

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zlk-jsr-2w3
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/363crwwr7d
title: Principal componente analysis of an anaerobic hydrolysis reactor fed with food waste

description: The data presented here is the one used to build the figures and tables of the manuscript "Assessment of operational conditions and substrate composition of a food waste acidogenic reactor"
R. Campuzano, G. M. Trejo-Aguilar; Y. Cuetero; F. Ramírez-Vives, O. Monroy. It summarizas a two years operation of a 3.3 m3 anaerobic hydrolysis reactor fed with milled food waste.
The effect of the operational parameters and substrate composition changes on the fermentation process was studied with the help of a principal component analysis (PCA) to find out the main, minimum and interpretable set of variables and its correlations which determine the reactor response. Variables under study were the operational conditions (pH, T and OLR), the substrate composition (carbohydrates, proteins and greases) and the reactor response (pH, HR, AR, ethanol (EtOH), acetic (Ac. ac.), propionic (Pr. ac.) and butyric (Bu. ac) acids in the leachate). The JMP-SAS software was used. the resulting tables of the principal components analysis (PCA), relating four input variables with eight response variables, is performed and presented here.
Procedures are described in the reference article.
DOI: 10.17632/6xsywpjmrz
title: Data for: Quantifying marine debris associated with coastal golf courses

description: Raw data from the golf ball recovery project in central California
DOI: 10.17632/b3r24yrkmk
title: Data for: An assessment of important SPECIATE profiles in the EPA emissions modeling platform and current data gaps

description: National Ranking spreadsheet shows the national ranking results for emission source profiles used in the US EPA emissions modeling platform. These results are based on the PM and VOC speciation report by county.
DOI: 10.3535/j75-qcy-3el
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lv8-2j2-98x
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/8cnyrwz5k4
title: Agreement of the vector analysis of four types of bioelectrical impedance technology and agreement of fat and fat-free mass estimates with the dual-energy X-ray absorptiometry values in hemodialysis patients.

description: This study aimed to identify the degree of agreement between the BIVA of four different BIA measurement techniques, as well as to evaluate the degree of agreement between their estimates of fat free mass (FFM) and fat mass (FM) compared to the gold-standard method of dual-energy X-ray absorptiometry (DEXA) in a subgroup of patients without volume overload.
DOI: 10.3535/jq0-0gf-trm
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pfn-y18-hy2
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3b4-r4m-lq1
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7gj-vww-0dy
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24195576.v1
title: Raw_Image.zip

description: This is the raw data for intussusception，including crescent and sleeve sign.
DOI: 10.3535/kd1-yd7-7rq
title: †Ungula ingrica (Eichwald, 1829)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x7a-4mq-r3s
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/mknc4bn793
title: A yeast FRET biosensor enlightens cAMP signalling dataset

description: The cAMP-PKA signalling cascade in budding yeast regulates adaptation to changing environments. We developed yEPAC, a FRET-based biosensor for cAMP measurements in yeast. We used this sensor with flow cytometry for high-throughput single cell-level quantification during dynamic changes in response to sudden nutrient transitions. We found that the characteristic cAMP peak differentiates between different carbon source transitions, and is rather homogenous among single-cells, especially for transitions to glucose. The peaks are mediated by a combination of extracellular sensing and intracellular metabolism. Moreover, the cAMP peak follows the Weber-Fechner law; its height scales with the relative, and not the absolute, change in glucose. Lastly, our results suggest that the cAMP peak height conveys information about prospective growth rates. In conclusion, our yEPAC-sensor makes possible new avenues for understanding yeast physiology, signalling and metabolic adaptation.
DOI: 10.3535/gmc-2v3-8hz
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5281/zenodo.17434906
title: Data for: "Generative AI in Sociological Research: State of the Discipline"

description: This is the data for the paper titled "Generative AI in Sociological Research: State of the Discipline." The survey asked sociologists and their collaborators about how  and if they are adopting generative AI tools into their research practices. The responses are anonymized. More details are available in the paper. The data held here are a codebook explaining the data we collected and the survey responses, and are available for research or replication purposes.The code to replicate the primary results of the paper are available here: https://github.com/Marshall-Soc/genai_sociology
DOI: 10.5281/zenodo.17434907
title: Data for: "Generative AI in Sociological Research: State of the Discipline"

description: This is the data for the paper titled "Generative AI in Sociological Research: State of the Discipline." The survey asked sociologists and their collaborators about how  and if they are adopting generative AI tools into their research practices. The responses are anonymized. More details are available in the paper. The data held here are a codebook explaining the data we collected and the survey responses, and are available for research or replication purposes.The code to replicate the primary results of the paper are available here: https://github.com/Marshall-Soc/genai_sociology
DOI: 10.15468/dl.x2pctf
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Atelopus arthuri"
 ]
}

 The dataset includes 50 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003638-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.675fze
title: Occurrence Download

description: A dataset containing 38805120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is United States of America",
 "StateProvince is one of (Louisiana, Maine, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Montana, Nebraska, Nevada, New Hampshire, New Jersey, New Mexico, New York, North Carolina)",
 "Year is greater than or equal to 2023",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 38805120 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003622-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17458071
title: Acetylcholine demixes heterogeneous dopamine signals for learning and moving - dataset 2

description: These data are used and described in the following paper: Jang H.J., Ward R.M., Golden C.E.M., Constantinople C.M. (2025). Acetylcholine demixes heterogeneous dopamine signals for learning and moving. Nature Neuroscience. 

The data set comprises:

1) Rat metadata used for experiments (ratlist.mat, ratlist_NAcc.mat)

2) Photometry recordings from multiple striatal regions aligned to task events (PhotometryDataAligned)

3) Other processed behavioral and photometry data (*.mat files)

Files are Matlab data (.mat) files. The code to analyze this data and generate figures in Jang et al., 2025 is available at {https://github.com/constantinoplelab/published/tree/main/DMS_AChDA}. Data was analyzed using Matlab 2021b.
DOI: 10.5281/zenodo.17458072
title: Acetylcholine demixes heterogeneous dopamine signals for learning and moving - dataset 2

description: These data are used and described in the following paper: Jang H.J., Ward R.M., Golden C.E.M., Constantinople C.M. (2025). Acetylcholine demixes heterogeneous dopamine signals for learning and moving. Nature Neuroscience. 

The data set comprises:

1) Rat metadata used for experiments (ratlist.mat, ratlist_NAcc.mat)

2) Photometry recordings from multiple striatal regions aligned to task events (PhotometryDataAligned)

3) Other processed behavioral and photometry data (*.mat files)

Files are Matlab data (.mat) files. The code to analyze this data and generate figures in Jang et al., 2025 is available at {https://github.com/constantinoplelab/published/tree/main/DMS_AChDA}. Data was analyzed using Matlab 2021b.
DOI: 10.15468/dl.dra297
title: Occurrence Download

description: A dataset containing 1468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Geometry POLYGON((33.11392 40.1307,33.28252 39.91927,33.62704 39.92864,33.68812 40.13818,33.58306 40.38616,33.32894 40.41221,33.1408 40.31726,33.11392 40.1307))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 1468 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003639-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17443001
title: Breton word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Breton, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17443000
title: Breton word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Breton, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17393504
title: Data relating to traffic accidents involving trucks in a transport company
title: Truck driver safety

description: Spreadsheet that presents, in each row, the accidents in a transport company from 2021 to the third half of 2024. These rows show the quarter of the year, time range, day of the week, event, type of material transported, region of the country, time with the company, age range of drivers and involvement in the accident.

The data are from the master's dissertation developed in the Postgraduate Program in Production Engineering at the State University of Maringá
DOI: 10.5281/zenodo.17460556
title: Data relating to traffic accidents involving trucks in a transport company
title: Truck driver safety

description: Spreadsheet that presents, in each row, the accidents in a transport company from 2021 to the third half of 2024. These rows show the quarter of the year, time range, day of the week, event, type of material transported, region of the country, time with the company, age range of drivers and involvement in the accident.

The data are from the master's dissertation developed in the Postgraduate Program in Production Engineering at the State University of Maringá
DOI: 10.15468/dl.gqd5dh
title: Occurrence Download

description: A dataset containing 42681780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is United States of America",
 "StateProvince is one of (North Dakota, Ohio, Oklahoma, Oregon, Pennsylvania, Rhode Island, South Carolina, South Dakota, Tennessee, Texas, Utah, Vermont, Virginia, Washington, West Virginia, Wisconsin, Wyoming)",
 "Year is greater than or equal to 2023",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 42681780 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003623-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17460514
title: Psychohämatologie – Interdisziplinäre Forschung

description:  

Die Psychohämatologie ist ein neu konzipiertes, interdisziplinäres Forschungsfeld, das psychologische, hämatologische und psychosomatische Aspekte bei Patient:innen mit hämatologischen Erkrankungen wie der Sichelzellanämie integriert.

Ziel ist es, den Zusammenhang zwischen psychischen Zuständen (z. B. Stress, Entspannung, Visualisierung) und hämatologischen Parametern besser zu verstehen und neue Wege der Selbstregulation zu erforschen.
DOI: 10.5281/zenodo.17460515
title: Psychohämatologie – Interdisziplinäre Forschung

description:  

Die Psychohämatologie ist ein neu konzipiertes, interdisziplinäres Forschungsfeld, das psychologische, hämatologische und psychosomatische Aspekte bei Patient:innen mit hämatologischen Erkrankungen wie der Sichelzellanämie integriert.

Ziel ist es, den Zusammenhang zwischen psychischen Zuständen (z. B. Stress, Entspannung, Visualisierung) und hämatologischen Parametern besser zu verstehen und neue Wege der Selbstregulation zu erforschen.
DOI: 10.5281/zenodo.17457318
title: Acetylcholine demixes heterogeneous dopamine signals for learning and moving - dataset 1

description: These data are used and described in the following paper: Jang H.J., Ward R.M., Golden C.E.M., Constantinople C.M. (2025). Acetylcholine demixes heterogeneous dopamine signals for learning and moving. Nature Neuroscience. 

The data set comprises:

1) Behavioral data for the temporal wagering decision-making task in rats (A_structs, S_structs)

2) Electrophysiology recordings from the dorsomedial striatum in rats (NpxData)

3) Movement data tracked with DeepLabCut (DLCdata/*DLC.mat) and associated photometry recordings (DLCdata/*tmac.mat) and behavioral data (DLCdata/*bData.mat) 

Files are Matlab data (.mat) files. The code to analyze this data and generate figures in Jang et al., 2025 is available at {https://github.com/constantinoplelab/published/tree/main/DMS_AChDA}. Data was analyzed using Matlab 2021b.
DOI: 10.5281/zenodo.17457317
title: Acetylcholine demixes heterogeneous dopamine signals for learning and moving - dataset 1

description: These data are used and described in the following paper: Jang H.J., Ward R.M., Golden C.E.M., Constantinople C.M. (2025). Acetylcholine demixes heterogeneous dopamine signals for learning and moving. Nature Neuroscience. 

The data set comprises:

1) Behavioral data for the temporal wagering decision-making task in rats (A_structs, S_structs)

2) Electrophysiology recordings from the dorsomedial striatum in rats (NpxData)

3) Movement data tracked with DeepLabCut (DLCdata/*DLC.mat) and associated photometry recordings (DLCdata/*tmac.mat) and behavioral data (DLCdata/*bData.mat) 

Files are Matlab data (.mat) files. The code to analyze this data and generate figures in Jang et al., 2025 is available at {https://github.com/constantinoplelab/published/tree/main/DMS_AChDA}. Data was analyzed using Matlab 2021b.