cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/243c4279yf
title: Kramers-Kronig analysis of reflection data

description: Title of program: KRKRAN Catalogue Id: ACKD_v1_0 Nature of problem Optical and dielectric constants of insulators and semiconductors are calculated from reflectance spectra using the Kramers-Kronig-dispersion relation. Versions of this program held in the CPC repository in Mendeley Data ACKD_v1_0; KRKRAN; 10.1016/0010-4655(73)90099-4 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/3mrbvgmgxn
title: HELAC-Onia: An automatic matrix element generator for heavy quarkonium physics

description: Abstract By the virtues of the Dyson-Schwinger equations, we upgrade the published code HELAC to be capable to calculate the heavy quarkonium helicity amplitudes in the framework of NRQCD factorization, which we dub HELAC-Onia. We rewrote the original HELAC to make the new program be able to calculate helicity amplitudes of multi P-wave quarkonium states production at hadron colliders and electron-positron colliders by including new P-wave off-shell currents. Therefore, besides the high efficiencies i... Title of program: HELAC-Onia. Catalogue Id: AEPR_v1_0 Nature of problem An important way to explore the law of the nature is to investigate the heavy quarkonium physics at B factories and hadron colliders. However, its production mechanism is still unclear, though NRQCD can explain its decay mechanism in a sufficiently satisfactory manner. The substantial K-factor in heavy quarkonium production processes also implies that the associated production of quarkonium and a relatively large number of particles may play a crucial role in unveiling its production mechanism. Versions of this program held in the CPC repository in Mendeley Data AEPR_v1_0; HELAC-Onia.; 10.1016/j.cpc.2013.05.023 AEPR_v2_0; HELAC-Onia 2.0; 10.1016/j.cpc.2015.09.011 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/fp3y3mryx4
title: Data for: Land-use evolution in the catchment of Lake Murten, Switzerland

description: Data tables for Haas et al. "Land-use evolution in the catchment of Lake Murten, Switzerland"
DOI: 10.17632/g3bt5d9hkg
title: Dataset: Reliance Industries Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/y9ctcn7p89
title: Vietnamese translation of same-sex marriage scale

description: This data presents the Attitudes of vietnamese students toward same-sex marriage. The data obtained from 280 students from four universities in Ho Chi Minh City, Vietnam. The participants filled out the questionnaire individually
DOI: 10.6084/m9.figshare.12805628.v1
title: JVASP-16723 to JVASP-17594

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.26022289.v3
title: Dataset: Tetrapod sperm length evolution in relation to body mass is shaped by multiple trade-offs.

description: Pareto_sperm_length_evolution.csv: dataset used to perform the analyses present in the manuscript. All data and the associated references are reported.tetrapods_phyl_tree.tre: phylogenetic tree used to build Figure 6.Please note that a customized MATLAB code to carry out all Pareto analyses and results presented in the paper is uploaded on GitHub (https://github.com/lorenkocillari/Pareto_Sperm_Length_Evolution) and submitted to Zenodo (10.5281/zenodo.11621774)
DOI: 10.6084/m9.figshare.26809915.v1
title: Metagenome-assembled genomes of wb1-P19

description: This project contains two metagenome-assembled genomes (MAGs) of a genus of <i>Gammaproteobacteria</i> known as “wb1-P19”, which are ubiquitous and abundant in rRNA gene surveys from limestone and volcanic caves around the world. We recovered a nearly complete metagenome-assembled genome (MAG) representing a population of wb1-P19 from Lehman Caves in Great Basin National Park, Nevada, USA, and used it to identify additional MAGs representing this group from the Frasassi Caves in Italy.
DOI: 10.6084/m9.figshare.7064237.v1
title: alpha diversity

description: chao1 and Shannon index
DOI: 10.17632/dc4jp2pc7f
title: Pink pepper phenological stages

description: This dataset is intended for the task of determining the phenological stages of pink pepper ripening. There are 4 versions of the dataset, consisting of 805, 2415, 1941 and 646 photos of the fruits, respectively. The fruits are classified as "Maturing", "Ripe" or "Green".
All datasets were selected, cleaned and organized.
DOI: 10.17632/r9878ks8nm
title: Long-range enhancer-controlled genes are hypersensitive to regulatory factor perturbations Tjalsma et al.

description: To study the contribution of regulatory factors to long-range enhancer-mediated gene regulation, we created degron cell lines for the factors RAD21, LDB1, and MED23, in human K562 cells. By endogenously tagging these proteins with a degron tag, we were able to quickly deplete them and measure their effect on gene expression using nascent RNA-sequencing. These files contain raw western blot images used to confirm that treatment of these cells with the degron ligand resulted in depletion of the tagged factors.
DOI: 10.17632/c79dcz24zn
title: LINF_170015900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/p8d5bynh3m
title: Doctor's Answer Text Dataset in Indonesian Contains Information on Medical Interview Patterns

description: The dataset was collected by extracting data from alodokter.com, an Indonesian website that offers free Online Health Consultation (OHC). This dataset contains a collection of Indonesian health consultation texts from December 8, 2014, to February 28, 2021, with 497,974 raw data. The labelled data contains 500 doctor's answer texts randomly selected from the raw data that were manually annotated by four medical experts using the six medical interview functions in the research article (Doi: https://doi.org/10.4300/jgme-d-13-00072.1): 1. Relationship Building (FR), 2. Gathering Information (GI), 3. Providing Information (PI), 4. Decision Making (DM), 5. Enabling disease- and treatment-related behaviours (EDTRB), 6. Responding to Emotions (RE). The clean dataset contains the pre-processed labelling dataset.
DOI: 10.17632/s9wyvvbj9j
title: Kurdish Kurmanji Dialect Dataset for Kurmanji Lemmatization and Spell-Checker with Spell-Correction

description: A new dataset for Kurdish Language lemmatizer and spell correction has been created. The data set was compiled by reading books and articles written in Kurmanji Kurdish dialect, which were then recorded and manually entered into the dataset. The dataset contains Kurmanji Kurdish dialect words such as verbs, nouns, conjunctions, stop words, pronouns, imperative words, superlative words, question words, and so on. The dataset contains approximately 1200 words, divided into 587 nouns, 141 verbs, and 463 other related words. Last but not least, this can be regarded the first dataset for Kurmanji dialect in Kurdish Language.
DOI: 10.6084/m9.figshare.19248371.v1
title: New approach for butterfly conservation through local field-based vegetational and entomological data

description: In mountain ecosystems, it is crucial to identify conservation strategies to avoid local extinctions mainly due to agro-pastoral abandonment. For this purpose, identifying appropriate system indicators is required, for example, butterflies, which respond precisely and quickly to environmental changes. <i>Zerynthia polyxena</i> is an ecotonal species of butterfly and thus, through its conservation it could be possible to protect clearing and ecotonal species. To develop conservation measures, we set up a hierarchical investigation that characterizes the ecological preferences of the adult and larval <i>Z. polyxena</i>, and host plant - <i>Aristolochia pallida</i>, by collecting data on the butterfly abundance (adult and larvae),<i> </i>tree cover, litter plant features and by phytosociological surveys. Adult preferences change along an altitudinal gradient; the highest butterfly presence is at sites with medium elevation (1100 m a.s.l.) with high presence of forest, but even sites at low elevation (975 m a.s.l.), a high presence of forest favors butterfly abundance. Larvae prefer partially-shaded ecotone plots with abundant host plants, and low management intensity (corresponding to abundant litter) and with heterogeneous tree cover. High tree cover (70%) at low altitude and low tree cover (&lt;20%) at high altitude favor larval presence. Larvae prefer plants with large leaves. Host plants were more abundant at low elevation where tree cover was low (&lt;20%). We found that the optimal ecological niches of host plant and larvae have a spatial mismatch. By analyzing vegetation dynamics and butterfly monitoring during one field season, we are able to describe current and past (about 10-50 years ago) management pressures, in order to identify butterfly ecological preferences in relation to local features and, therefore, to suggest local conservation actions that might support <i>Z. polyxena</i>, and as well as other butterflies and insects. Specifically, management measures should prevent afforestation (e.g. through irregular mowing) and favor the presence of small clearings and of ecotonal habitats in relation to elevation. Our study suggests that a new multi-functional approach that combines local entomological and vegetational surveys could be applied to define species optimal habitat features and, thus, to address appropriate conservation measures.
DOI: 10.6084/m9.figshare.24188097.v5
title: crops at different growth stages and environments

description: This image collection provides images of sugarcane, rice, and corn at different growth stages and in different field environments.
DOI: 10.6084/m9.figshare.5930830.v1
title: Orbital myosits in a patient with Behçet's disease

description: Abstract The etiological diagnosis of orbital myositis (OM) is a challenge. Although it has been associated with previous infectious disease, diseases with autoimmune background, thyroidopathies or with paraneoplasic syndrome, most of them still remain as idiopathic. We describe here a case of OM uncovering a Behçet disease that is considered a rare cause for this kind of eye involvement.
DOI: 10.17632/7n8bfpkj8c
title: DistriBlock Transactions

description: This dataset includes three files, which are report.txt, blocks.csv and transactions.csv. The report.txt describes all of the information about the other two files that generated by DistriBlock generator -- DSBG. Source code of DSBG can be found at https://github.com/lyonwong1982/DataSharingBlockchainGenerator. This dataset is related with a Blockchain-based data sharing system named DistriBlock, and can be used in testings of Blockchain data model design. The total numbers of the attributes are 5 in transactions.csv and 3 in blocks.csv, and the amount of the items is 8733 both in transactions.csv and blocks.csv. The whole quantity of data assets is 641, which expresses a huge amount of data sharing businesses. By using this dataset, one can conduct some experiments for any novel data model in data sharing context, and also can checkout the Blockchain systems developed in a distributive type of transaction environment. Steps to reproduce this dataset are as follows: 1. Download the DSBG from Github (https://github.com/lyonwong1982/DataSharingBlockchainGenerator) 2. Launch the programs of DSBG to generate the transactions and blocks. 3. You will obtain the data of the same specification with this dataset (but would not get the same data).
DOI: 10.17632/gsmjh55sfy
title: Generating Heterogeneous Big Data Set for Healthcare and Telemedicine Research Based on ECG, Spo2, Blood Pressure Sensors, and Text Inputs: Data set classified, Analyzed, Organized, And Presented in Excel File Format. 

description: Heterogenous Big dataset is presented in this proposed work: electrocardiogram (ECG) signal, blood pressure signal, oxygen saturation (SpO2) signal, and the text input. This work is an extension version for our relevant formulating of dataset that presented in [1] and a trustworthy and relevant medical dataset library (PhysioNet [2]) was used to acquire these signals. The dataset includes medical features from heterogenous sources (sensory data and non-sensory). Firstly, ECG sensor’s signals which contains QRS width, ST elevation, peak numbers, and cycle interval. Secondly: SpO2 level from SpO2 sensor’s signals. Third, blood pressure sensors’ signals which contain high (systolic) and low (diastolic) values and finally text input which consider non-sensory data. The text inputs were formulated based on doctors diagnosing procedures for heart chronic diseases. Python software environment was used, and the simulated big data is presented along with analyses.
DOI: 10.6084/m9.figshare.29162255.v1
title: <b>Sedimentary Response to Subduction Initiation</b><b> along a Continental Margin: Insights from Stratigraphic Records and Provenance Analysis in the Mandula Basin, Inner Mongolia, China</b>

description: The dataset includes ziron U-Pb and Lu-Hf isotopic data. These data are used in the article "Sedimentary Response to Subduction Initiation along a Continental Margin: Insights from Stratigraphic Records and Provenance Analysis in the Mandula Basin, Inner Mongolia, China".
DOI: 10.17632/hzfcg7z832
title: The Consumer's Reservation Price as an Adaptive Aspiration Level

description: Data and main code (Stata 17) for the paper "The Consumer's Reservation Price as an Adaptive Aspiration Level"
DOI: 10.6084/m9.figshare.3496724.v1
title: welfareprobsPloSOnedata.xlsx

description: Excel spreadsheet plus crib sheet - data associated with paper entitled:<br>Current Welfare Problems Facing Horses in Great Britain as Identified by Equine Stakeholders.<br>Horseman et al 2016, PloSOne<br>
DOI: 10.6084/m9.figshare.3552177.v1
title: Appendix C. R code for likelihood-based analyses of horned lizard data and simulations.

description: R code for likelihood-based analyses of horned lizard data and simulations.
DOI: 10.17632/xh9pgb3w8c
title: Human Behavior dataset (HBD21)

description: HBD21 dataset comprised of video files. This video dataset is divided into four categories i) Assault violence, ii) Gun violence, iii) Sabotage violence, and iv) Normal actions. This dataset consists of 463 videos. Each category has contained more than 100 video files. Each video's length is 9 seconds, and it is observed that this length is sufficient to represent the real action. There are three separate folders attached in HBD21 dataset.rar file. The first folder represents the entire original dataset files, while in the second folder, the train_split and test_split datasets are present. The training and testing video files are in the ratio of 7:3, i.e., 70% training and 30% testing videos of the original dataset. Further, the third folder consists of a pre-processed enhanced version of the training and testing dataset. In this improved version, each video's brightness is increased at a suitable threshold value, which helps in achieving achieve better performance in the training and testing stages. HBD21 dataset is collected from a mobile camera of about 16MP, placed at a tripod with a 5m to 12m distance. The resolution of each video is 640*480. This dataset is captured at various locations in different lighting conditions using multiple objects(bat, badminton, gun, stick, axes, chairs, bottles, and many more).
DOI: 10.6084/m9.figshare.13013828.v1
title: Supplementary tables. Hofsø et al. Bone mineral density and bone turnover after sleeve gastrectomy and gastric bypass, a randomized controlled trial

description: <b>Supplementary table 1. Method principles, sample matrix, units and analytical precision of laboratory measurements.</b><b><br></b><b>Supplementary table </b><b>2. Areal bone mineral density at baseline and percent change one year after surgery in the hip and lumbar spine.</b><b><br></b><b><br></b><b>Supplementary table 3. Age- and gender-adjusted effects of changes in fat and lean mass and daily steps on percent change in areal bone mineral density and absolute change in serum markers of bone turnover from baseline to one year. </b><b><br></b><b><br></b>
DOI: 10.6084/m9.figshare.5362216.v4
title: Operationalizing Conflict & Coordination Between Automated Software Agents (datasets)

description: Datasets related to the Operationalizing Conflict & Coordination Between Automated Software Agents paper.<br>For the paper, see:https://commons.wikimedia.org/wiki/File:Operationalizing-conflict-bots-wikipedia-cscw-preprint.pdf<br><br>For the code, see: https://github.com/halfak/are-the-bots-really-fighting<br>
DOI: 10.17632/m3kg8p8cxf
title: Deep Learning-Based Style Transfer from Ultra-Widefield to Traditional Fundus Photography

description: This study included 451 anonymized UWF and 745 FP images. The ultra-widefield (UWF) images, which include both normal and pathologic retinal images, were based on Tsukazaki Optos Public Project. The traditional fundus photograph (FP) images were extracted from the publicly accessible database by using the Google image and Google dataset search that included English keywords related to retina. The search strategy was based on the following key terms: “fundus photography”, “retinal image”, and “fundus dataset”. The images were manually reviewed by two board-certified ophthalmologists, and blurred and low-quality images were removed to clarify the image domains. Duplicated images were also removed. Consequently, 451 images with artifacts and 745 images without artifacts were collected. The UWF images were cropped and masked after registration for CycleGAN.
DOI: 10.17632/zh3s7k9rc3
title: Impact of Shorter Picking Intervals on the Storability and Postharvest Quality of Rabbiteye Blueberries cv. 'Brightwell'

description: Research Hypothesis, Findings, and Data Interpretation
We hypothesized that shorter harvest intervals would improve the postharvest quality and storability of rabbiteye blueberries (Vaccinium virgatum cv. ‘Brightwell’). Specifically, frequent harvesting (every 2–3 days) was expected to reduce berry damage, weight loss, and firmness deterioration while maintaining optimal sugar and acid content. In contrast, longer harvest intervals (seven days) were anticipated to lead to greater fruit deterioration due to prolonged field exposure.

To test this, blueberries were harvested at 2-day (Trt A), 3-day (Trt B), and 7-day (Trt C) intervals during the 2023 and 2024 seasons in Georgia, USA. After harvest, fruit was stored at 1°C and 85% relative humidity for 21 days, with quality assessments at 0, 7, 14, and 21 days. Parameters measured included berry damage (%), berry diameter (mm), weight loss (%), firmness (g/mm), total soluble solids (°Brix), titratable acidity (% citric acid), and anthocyanin concentration (mg cyanidin-3-glucoside/g FW).

Key Findings
Berry Damage and Weight Loss:
The 7-day harvest interval (Trt C) resulted in significantly higher berry damage and weight loss compared to 2-day and 3-day intervals.
Berries from shorter harvest intervals maintained a better overall appearance.

Firmness Retention:
The 7-day interval led to the most significant firmness decline during storage.
The 2-day and 3-day intervals better preserved fruit texture.

Total Soluble Solids and Titratable Acidity:
Sugar content remained stable across treatments.
Acidity levels declined more in the 7-day interval, likely due to extended field exposure.

Anthocyanin Concentration:
The 7-day interval berries had the highest anthocyanin content, suggesting extended ripening increased pigment accumulation.
However, this came at the expense of storability and texture.

Data Interpretation and Practical Implications
Optimal Harvest Interval: A 3-day harvest interval (Trt B) provided the best balance between minimizing postharvest losses and maintaining quality, making it a practical option for growers.
Postharvest Storage Considerations: Longer harvest intervals resulted in higher deterioration, requiring additional interventions (e.g., rapid cooling, packaging) to mitigate losses.
Anthocyanin Trade-off: While extended field exposure increased anthocyanin levels, it negatively impacted firmness and storability, suggesting that quality cannot be defined by pigment accumulation alone.

Conclusion
Our findings confirm that shorter harvest intervals significantly improve postharvest blueberry quality. A 3-day interval is recommended to optimize fruit storability while maintaining efficient harvesting operations. These insights provide valuable guidance for blueberry growers in warm climates seeking to extend marketability and reduce postharvest losses.
DOI: 10.17632/zvnb3dvfb3
title: Data for: Role of dense shelf water in the development of Antarctic submarine canyon morphology
DOI: 10.6084/m9.figshare.13698856.v1
title: Covid - 19 Twitter Dataset

description: I am sharing covid 19 Twitter dataset to the research community containing large Tweets. I hope this data set will enable the study of online conversation dynamics in the context of a global outbreak of unprecedented proportions and implications. I have collected this dataset using <b>Trackmyhashtag, </b>an affordable platform.I hope researchers find it helpful. If you need more datasets, let me know.
DOI: 10.6084/m9.figshare.21747536.v6
title: OpenCitations Meta RDF dataset of all bibliographic metadata and its provenance information

description: This dataset contains all the bibliographic metadata and its provernance information (in JSON-LD format) included in OpenCitations Meta.The data and the provenance are organized through a complex structure of folders and subfolders, that allows you to quickly find any entity from its URI. The first level consists of the following folders, that are provided compressed and separately:<br><b>[folder "ar"]</b>: contains the data and provenance of the responsible agent type entities (http://purl.org/spar/pro/RoleInTime);<b>[folder "br"]</b>: contains the data and provenance of the entities of type bibliographic resource (http:///purl.org/spar/fabio/Expression);<b>[folder "id"]</b>: contains the data and provenance of the identifier entities (http://purl.org/spar/datacite/Identifier);<b>[folder "ra"]</b>: contains the data and provenance of the responsible agent type entities (http://xmlns.com/foaf/0.1/Agent);<b>[folder "ra"]</b>: contains the data and provenance of resource embodiment entities (http://purl.org/spar/fabio/Manifestation).The inner folders are named through the <b>supplier prefix</b> of the contained entities. It is a prefix that allows you to recognize the entity membership index (e.g., OpenCitations Meta corresponds to <b>06*0</b>).After that, the folders have <b>numeric names</b>, which refer to the range of contained entities. For example, the 10000 folder contains entities from 1 to 10000. Inside, you can find the <b>zipped </b>RDF data.At the same level, additional folders containing the <b>provenance </b>are named with the same criteria already seen. Then, the 1000 folder includes the provenance of the entities from 1 to 1000. The provenance is located inside a folder called <b>prov</b>, also in zipped JSON-LD format.For example, data related to the entity is located in the folder /br/06250/10000/1000/1000.zip, while information about provenance in /br/06250/10000/1000/prov/1000.zipThis version of the dataset contains:114,621,237 bibliographic entities298,847,794 authors and 2,465,711 editors (counted by their roles, without disambiguating individual711,711 publication venues241,783 publishersThe compressed archives total 29GB, using the lzma2 compression algorithm, and expand to 43GB when decompressed. The JSON-LD files are further compressed using the same lzma2 algorithm. It is recommended to process these files as compressed without extracting them, to manage data more efficiently.Additional information about OpenCitations Meta at the official webpage.<br>