cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vvc86xfjb9
title: বড়ু চণ্ডীদাসের শ্রীকৃষ্ণকীর্তন: ঐতিহ্য, পুনর্নির্মাণ ও আধুনিক প্রাসঙ্গিকতা

description: সারসংক্ষেপ :
বড়ু চণ্ডীদাসের শ্রীকৃষ্ণকীর্তন বাংলা সাহিত্যের প্রথম সফল কাব্য হিসেবে মধ্যযুগীয় সাহিত্যকে সমৃদ্ধ করেছে। ভাগবতপুরাণ, গীতগোবিন্দ ও লৌকিক সংস্কৃতি থেকে প্রভাবিত হয়ে রচিত এই কাব্য মানবিক প্রেম ও ধর্মীয় আধ্যাত্মিকতার এক অভিনব সমন্বয়। আধুনিক সাহিত্যিকরা, যেমন সুনীল গঙ্গোপাধ্যায় এবং পূর্ণেন্দু পত্রী, এই কাব্যের ঐতিহ্যকে নতুনভাবে পুনর্নির্মাণ করেছেন। প্রবন্ধটি শ্রীকৃষ্ণকীর্তন-এর ঐতিহাসিক প্রেক্ষাপট, আধুনিক পুনর্নির্মাণ এবং এর প্রাসঙ্গিকতার বিবর্তন বিশ্লেষণ করে। কাব্যের শৈল্পিক বিনির্মাণ এবং সমকালীন দৃষ্টিভঙ্গিতে এর আবেদন এই গবেষণার মূল আলোচ্য বিষয়।

সূচক শব্দ: বড়ু চণ্ডীদাস, শ্রীকৃষ্ণকীর্তন, গীতগোবিন্দ, পুনর্নির্মাণ, সুনীল গঙ্গোপাধ্যায়, মধ্যযুগীয় সাহিত্য, রাধাকৃষ্ণ, আধুনিক সাহিত্য।

ভূমিকা :
বাংলা সাহিত্যের মধ্যযুগীয় ভাণ্ডারে বড়ু চণ্ডীদাস একটি অনন্য নাম, যিনি শ্রীকৃষ্ণকীর্তন রচনার মাধ্যমে সাহিত্যজগতে একটি মাইলফলক স্থাপন করেন। এই কাব্য ধর্মীয় ভক্তি ও মানবিক প্রেমের যুগলবন্দি। কালের বিবর্তনে এই কাব্য আধুনিক সাহিত্যিকদের কাছে নতুন দৃষ্টিভঙ্গি ও উপস্থাপনার প্রেরণা জুগিয়েছে। প্রবন্ধটি কাব্যের ঐতিহ্যবাহী শিকড়, জয়দেবের প্রভাব, এবং আধুনিক দৃষ্টিকোণ থেকে এর পুনর্নির্মাণকে বিশ্লেষণ করে।
DOI: 10.6084/m9.figshare.16902892.v4
title: Genome Assembly and Annotation of <i>Populus alba</i> '<i>Berolinensis</i>' L.

description: <em>Populus alba</em> '<em>Berolinensis</em>', a superior hybrid triploid material for studying the genomic mechanisms in heterosis of polyploid. In this project, we established a high-quality assembly of <em>Populus alba</em> '<em>Berolinensis</em>', and identified the sequence differences between its three haploid genomes. This dataset has also been deposited in CNCB Genome Warehouse (BioProject: PRJCA009923) and NCBI GenBank (BioProject: PRJNA845083, PRJNA845082, and PRJNA845081). The gene expression information has been deposited into our polyploid genome online analysis website TreeGenomes (https://www.treegenomes.com). Citation: Chen, S., Yu, Y., Wang, X., Wang, S., Zhang, T., Zhou, Y., He, R., Meng, N., Wang, Y., Liu, W., Liu, Z., Liu, J., Guo, Q., Huang, H., Sederoff, R. R., Wang, G., Qu, G., & Chen, S. (2023). Chromosome-level genome assembly of a triploid poplar <em>Populus alba </em>‘<em>Berolinensis</em>’. <em>Molecular Ecology Resources</em>, 00, 1-16. https://doi.org/10.1111/1755-0998.13770
DOI: 10.6084/m9.figshare.1397546.v1
title: Genome partition data for mouse genome build 9, HindIII and NcoI

description: Genome partition data for mouse genome build 9, HindIII and NcoI
DOI: 10.6084/m9.figshare.28304096.v1
title: Data Dots-Remember

description: This dataset contains neurophysiological data collected from subjects performing two cognitive tasks—memory and attention—across different clinical groups (Control, Bipolar Disorder, Schizophrenia). Below is a description of each variable:<br><br>1. ID: Unique identifier for each record.<br>2. Group: Clinical group (Control, SQZ).<br>3. Task: Cognitive task performed (Memory-Recuerdo or Attention-Puntos).<br>4. Channel: Recording channel used.<br>5. Topology: Spatial configuration between channels.<br>6. Step: Temporal step during data collection (N=40).<br>7. Value: Higuchi Fractal Dimension, a quantitative measure of time series complexity.
DOI: 10.6084/m9.figshare.28640132.v4
title: O'Malley et al. (2025) - "Movement Ecology" data (IN REVIEW)

description: Datasets and R script used in O'Malley et al. (2025) - Movement Ecology (IN REVIEW)
DOI: 10.6084/m9.figshare.7353077.v2
title: Downloadable items and props for Open Access Escape Room

description: This fileset contains all downloadable items and props for the Open Access Escape Room<br>0.24 Finished poster 1 - I Love Open Access0.25 Finished poster 2 - Make all research open0.26 Finished poster 3 - We defeated the villain0.28 OA Escape Room icon0.31 Please wait here sign1.4 and 1.5 - Text about Gold Open Access and Green Open Access1.15 Clue - best hiding places1.16 Clue - benefits of Open Access2.1 Benefits poster3.2 Notes UV light - with visible clues3.2 Notes UV light3.3 Cipher wheel4.2 Text for decodable postcard4.4 Borrowing notes5.2 Colour riddles15.2 Colour riddles25.7 Clue to hidden equations6.1 EXAMPLE hidden equations7.1 Final clue note7.4 Final note<br>
DOI: 10.6084/m9.figshare.22691449.v1
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.17632/25zw5d5ttw
title: Kinetic model: of the work (Detailed Kinetic Mechanism for the Oxidation of Ammonia Including the Formation and Reduction of Nitrogen Oxides)

description: This work introduces a newly developed reaction mechanism for the oxidation of ammonia in freely propagating and burner-stabilized premixed flames as well as shock-tube, jet-stirred reactor, and plug-flow reactor experiments. The paper mainly focuses on pure ammonia and ammonia–hydrogen fuel blends. The reaction mechanism also considers the formation of nitrogen oxides as well as the reduction of nitrogen oxides depending upon the conditions of the surrounding gas phase. Doping of the fuel blend with NO2 can result in acceleration of H2 autoignition via the reaction NO2 + HO2 ⇋ HONO + O2, followed by the thermal decomposition of HONO, or deceleration of H2 oxidation via NO2 + OH ⇋ NO + HO2. The concentration of HO2 is decisive for the active reaction pathway. The formation of NO in burner-stabilized premixed flames is shown to demonstrate the capability of the mechanism to be integrated into a mechanism for hydrocarbon oxidation. This mechanism is the supplementary material to the work: Detailed Kinetic Mechanism for the Oxidation of Ammonia Including the Formation and Reduction of Nitrogen Oxides. https://pubs.acs.org/doi/10.1021/acs.energyfuels.8b01056 https://doi.org/10.1021/acs.energyfuels.8b01056 The above (link) mentioned article should be properly cited when used for research work and publication.
DOI: 10.6084/m9.figshare.10302227.v1
title: autoantibody discovery

description: Source data for the figures of the article
DOI: 10.6084/m9.figshare.28120544.v2
title: China's Provincial Level Expressions of Public Views Indices on Climate Risk and Government Response

description: A dataset on China's climate risk public opinion and government response indices in provincial Level, 2011-2023 (excluding data from Hong Kong, Macao, and Taiwan).
DOI: 10.15468/dl.y8ht2x
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochthoeca piurae Chapman, 1924"
 ]
}

 The dataset includes 580 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013443-250525065834625/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.1294210.v1
title: Matlab Implementation of the FDB Method for Fingerprint Segmentation

description: Matlab implementation of the method described in: "Filter Design and Performance Evaluation for Fingerprint Image Segmentation" by Duy Hoang Thai, Stephan Huckermann, and Carsten Gottschlich A preprint is available at: http://arxiv.org/abs/1501.02113 The Benchmark for Fingerprint Segmentation Performance Evaluation<br>(manually marked ground truth information for 10560 images)<br>is available at: http://dx.doi.org/10.6084/m9.figshare.1294209
DOI: 10.6084/m9.figshare.26526901.v1
title: Custom microscope cube assembly

description: Solidworks CAD files for custom microscope cube assembly for Olympus IX83 microscope frame. The cube assembly houses 20mm polarizing beamsplitter cube and SM1 threads in each aperture for additional optics.
DOI: 10.6084/m9.figshare.27173055.v2
title: <b>Convergent and divergent immune aberrations in COVID-19, post-COVID-19-Interstitial Lung Disease and Idiopathic Pulmonary Fibrosis</b>

description: <b>Supplemental data for the article Convergent and divergent immune aberrations in COVID-19, post-COVID-19-Interstitial Lung Disease and Idiopathic Pulmonary Fibrosis</b>
DOI: 10.6084/m9.figshare.19618011.v1
title: Climate change and fishing are pulling the functional diversity of the world’s largest marine fisheries to opposite extremes

description: Data and core code of <strong>'Climate change and fishing are pulling the functional diversity of the world’s largest marine fisheries</strong> <strong>to opposite extremes'</strong>
DOI: 10.6084/m9.figshare.12126675.v2
title: Supplementary Data 2 - Raw Data - Microvascular Flow (Native, Decell, Engineered)

description: Raw Benchtop Physiology Data from ex vivo perfusions of all three tissue types (Native, Decell, and Engineered)
DOI: 10.4121/14514213.v1
title: Characteristic parameters extracted from the Jarkus dataset using the Jarkus Analysis Toolbox

description: This dataset presents the output of the application of the Jarkus Analysis Toolbox (JAT) to the Jarkus dataset. The Jarkus dataset is one of the most elaborate coastal datasets in the world and consists of coastal profiles of the entire Dutch coast, spaced about 250-500 m apart, which have been measured yearly since 1965. Different available definitions for extracting characteristic parameters from coastal profiles were collected and implemented in the JAT. The characteristic parameters allow stakeholders (e.g. scientists, engineers and coastal managers) to study the spatial and temporal variations in parameters like dune height, dune volume, dune foot, beach width and closure depth. This dataset includes a netcdf file (on the opendap server, see data link) that contains all characteristic parameters through space and time, and a distribution plot that shows the overview of each characteristic parameters. <br><br>The Jarkus Analysis Toolbox and all scripts that were used to extract the characteristic parameters and create the distribution plots are available through Github (https://github.com/christavanijzendoorn/JAT). Example 5 that is included in the JAT provides a python script that shows how to load and work with the netcdf file.Documentation: https://jarkus-analysis-toolbox.readthedocs.io/. <br>
DOI: 10.6084/m9.figshare.14273687.v2
title: EEG driver drowsiness dataset

description: The dataset contains EEG signals from 11 subjects with labels of alert and drowsy. It can be opened with Matlab. We extracted the data for our own research purpose from another public dataset:<br>Cao, Z., et al., Multi-channel EEG recordings during a sustained-attention driving task. Scientific data, 2019. 6(1): p. 1-8.<br>If you find the dataset useful, please give credits to their works. <br>The details on how the data were extracted are described in our paper:<br>"Jian Cui, Zirui Lan, Yisi Liu, Ruilin Li, Fan Li, Olga Sourina, Wolfgang Müller-Wittig, A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG, Methods, 2021, ISSN 1046-2023, https://doi.org/10.1016/j.ymeth.2021.04.017."<br><br>The codes of the paper above are accessible from:<br>https://github.com/cuijiancorbin/A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG<br><br>The data file contains 3 variables and they are EEGsample, substate and subindex.<br>"EEGsample" contains 2022 EEG samples of size 20x384 from 11 subjects. Each sample is a 3s EEG data with 128Hz from 30 EEG channels."subindex" is an array of 2022x1. It contains the subject indexes from 1-11 corresponding to each EEG sample."substate" is an array of 2022x1. It contains the labels of the samples. 0 corresponds to the alert state and 1 correspond to the drowsy state.<br>The unbalanced version of this dataset is accessible from:https://figshare.com/articles/dataset/EEG_driver_drowsiness_dataset_unbalanced_/16586957<br>
DOI: 10.6084/m9.figshare.16577390.v3
title: Macroinvertebrate communities and environmental variables used for the analyses

description: The characteristics of macroinvertebrate community structure can effectively reflect the health status of lake ecosystem and the quality of the lake ecological environment. It is of great significance to identify the limiting factors of macroinvertebrate community structure for the maintenance of lake ecosystem health. In this study, the community composition of macroinvertebrate assemblages and environmental variables in 13 small lakes within Linhuan Lake was investigated.Since this study focused on the relationship between macroinvertebrates and environmental variables, environmental variables for which macroinvertebrate sampling sites were not obtained were not included.
DOI: 10.6084/m9.figshare.14615098.v1
title: Supplementary material from Highly-connected, non-redundant microRNAs functional control in breast cancer molecular subtypes

description: Single ZIP file containing 8 supplementary files as described in the manuscript.
DOI: 10.6084/m9.figshare.12382397.v2
title: SAM dataset

description: Sentiment Analysis Multitool. Danish Sentiment annotated dataset. This annotated data is meant to be used with supervised machine learning algorithms. The dataset was created specifically to classify sentences to the root comments of Danish political articles on social media. The dataset consists of 9008 sentences that are labelled with fine-grained polarity in the range from -2 to 2 (negative to postive). The quality of the fine-grained is not cross validated and is therefore subject to uncertainties; however, the simple polarity has been cross validated and therefore is considered to be more correct.<br><br>Reference: Mads Guldborg Kjeldgaard Kongsbak, Steffan Eybye Christensen, Lucas Høyberg Puvis de Chavannes, Peter Due Jensen. "Sentiment Analysis Multitool, SAM". 2019. Bachelor disseratation, IT University of Copenhagen.<br>
DOI: 10.6084/m9.figshare.13379006.v1
title: Supplementary Material for: Coronary Computed Tomography Angiography in Diagnosing Obstructive Coronary Artery Disease in Patients with Advanced Chronic Kidney Disease: A Systematic Review and Meta-Analysis

description: <b><i>Introduction:</i></b> Coronary computed tomography angiography (CCTA) is emerging as an important noninvasive testing modality for coronary angiography. The performance characteristic of CCTA in patients with advanced kidney disease is unknown. <b><i>Methods:</i></b> We performed a systematic review and meta-analysis of studies specifically investigating the sensitivity and specificity of CCTA compared to coronary angiogram as a reference standard in patients with advanced kidney disease, defined as dialysis dependence or nearing kidney transplantation. Two independent investigators assessed studies for inclusion/exclusion, quality, and characteristics, while a third investigator adjudicated. <b><i>Results:</i></b> We identified 4 studies including a total of 217 patients, of whom 159 were dialysis dependent. Three of the 4 studies had a high risk of bias in patient selection and study flow, while 1 study rated low in all areas of bias. The studies were heterogeneous in their patient selection and CCTA protocol but consistent in their definition of obstructive coronary artery disease. The pooled sensitivity and specificity for CCTA were 0.96 (0.87–0.99) and 0.66 (0.57–0.74), respectively. When we restricted the analysis to dialysis-dependent patients, the pooled sensitivity and specificity for CCTA were 0.99 (0.74–1.00) and 0.67 (0.49–0.82), respectively. <b><i>Conclusions:</i></b> Based on limited data, CCTA appears to have comparable sensitivity but lower specificity relative to the non-kidney disease population.
DOI: 10.6084/m9.figshare.24298051.v1
title: Bryophyte distribution in the Madeira Island

description: Presence/absence matrix of bryophytes on Madeira island
DOI: 10.6084/m9.figshare.7491284.v2
title: Table S5 - branch-wise rates from Extreme and rapid bursts of functional adaptations shape bite force in amniotes.

description: Rate scalars applied to each branch of the phylogeny across three independent MCMC runs
DOI: 10.6084/m9.figshare.20486541.v1
title: Drought has inconsistent effects on seed trait composition despite their strong association with ecosystem drought sensitivity

description: 1. Seeds provide the basis of genetic diversity in perennial grassland communities and their traits may influence ecosystem resistance to extreme drought. However, we know little about how drought effects the community functional composition of seed traits and the corresponding implications for ecosystem resistance to drought. 2. We experimentally removed 66% of growing season precipitation for four years across five arid and semiarid grasslands in northern China and assessed how this multi-year drought impacted community-weighted means (CWM) of seed traits, seed trait functional diversity, and aboveground net primary productivity (ANPP). 3. Experimental drought had limited effects on CWM traits and the few effects that did occur varied by site and year. For three separate sites, and in different years, drought reduced seed length and phosphorus content but increased both seed and seed-coat thickness. Additionally, drought led to increased seed functional evenness, divergence, dispersion, and richness, but only in some sites, and mostly in later years following cumulative effects of water limitation. However, we observed a strong negative relationship between drought-induced reductions in ANPP and CWMs of seed-coat thickness, indicating that a high abundance of dominant species with thick seeds may increase ecosystem resistance to drought. Seed trait functional diversity was not significantly predictive of ANPP, providing little evidence for a diversity effect. 4. Our results suggest that monitoring community composition with a focus on seed traits may provide a valuable indicator of ecosystem resistance to future droughts despite inconsistent responses of seed trait composition overall. This highlights the importance of developing a comprehensive seed and reproductive traits database for arid and semiarid grassland biomes.
DOI: 10.17632/322hmdsyrm
title: Synopsis, reviews, and keywords for model keyword extraction study in the movie domain

description: The use of keywords is increasingly being applied across diverse domains, including the movie industry, whose main platforms are adopting advanced natural language processing techniques. Algorithms for automatic extraction of keywords can provide relevant information in this domain. The data presented here have been generated to perform a keyword extractio nmodel study in the movie domain.

The Excel file “movie_inputs.xlsx” contains the movie synopses and reviews, or the concatenation of both, used to extract the movie keywords. There are 4 columns: "id_title", and "title", which refer to the movie title; "type", which can be "both", "reviews", or "synopsis"; and "text", which contains the movie content. In the case of both and reviews, movie ids go from 1 to 21, whereas movie ids goes from 1 to 100 in the case of synopsis.
 
The Excel file “movie_keywords.xlsx” contains the 20 golden keywords assigned to each movie in order to perform the evaluation. There are 5 columns: "id_title", "title", and "type" indicate the same as the previous file; "keyword_id" refers to the keyword ids of each movie, which go from 1 to 20; and "keyword" column contains the keyword itself.

All details regarding data collection and dataset construction are provided in the following paper. This paper is encouraged to be cited in case of any scientific research publication is produced using this dataset:

Carlos González-Santos, Miguel A. Vega-Rodríguez, Carlos J. Pérez, Iñaki Martínez-Sarriegui, and Joaquín M. López-Muñoz. A keyword extraction model study in the movie domain with synopsis and reviews, Knowledge and Information Systems, 2025, https://doi.org/10.1007/s10115-025-02350-4

This research has been supported by Ministry of Science and Innovation - Spain and State Research Agency - Spain (Projects PID2022-137275NA-I00 and PID2021-122209OB-C32 funded by MCIN/AEI/10.13039 /501100011033), Junta de Extremadura - Spain (Projects IDA3-19-0001-3, GR21017, and GR21057), and European Union (European Regional Development Fund).
DOI: 10.6084/m9.figshare.8191220.v1
title: Data from: Oxytocin and shared intentionality are positively associated with cooperation in children.

description: While humans cooperate with unrelated individuals to an extent that far outstrips any other species, we also display extreme variation in decisions about whether to cooperate or not. A diversity of cognitive, affective, social, and physiological mechanisms interact to shape these decisions. For example, group membership, shared intentionality talk (i.e. talk about shared goals), and natural initial oxytocin levels are linked to cooperation in adults in an optimal foraging paradigm that is loosely modelled on the iterated prisoner’s dilemma. In this ‘egg hunt’, shared intentionality talk was key to achieve cooperation, and it occurred more between participants who shared the same group membership and had higher initial oxytocin levels. Such complex interactions raise the question of the age at which humans develop the necessary mechanisms to cooperate effectively in the egg hunt game. Here, we tested children in secondary school aged between 10 and 14 years. We found that, as for adults, shared intentionality talk was crucial for successful cooperation. Furthermore, initial oxytocin levels correlated with cooperation through shared intentionality talk. In contrast, group membership did not affect behaviour. Finally, pre- and post-experiment oxytocin levels showed various interactions with group membership and sex. Thus, children’s performance was relatively similar to adults while showing some differences with respect to underlying mechanisms. Our study is a rare contribution to further our understanding of the role of oxytocin in early adolescent social behaviour.
DOI: 10.15468/dl.ergr2a
title: Occurrence Download

description: A dataset containing 6636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macrothelypteris torresiana (Gaudich.) Ching)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6636 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013444-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.