cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7fxjg323gk
title: Data for: Nature based measures reverse catchment biodiversity loss and increase freshwater resilience in an agricultural landscape

description: Water Friendly Farming: macrophyte gamma diversity (presence/absence) data collected from all waterbody types and nature based measures for the period 2010-2018.
DOI: 10.17632/97mw7ty8rx
title: Dataset iPLUS metodology

description: This dataset contains the results of evaluations of users who worked with the game designed with iPLUS.
DOI: 10.17632/9mfp9n3j6p
title: Intracellular Ca2+ Homeostasis and Nuclear Export Mediate Exit from Naïve Pluripotency

description: Data associated with the manuscript published in Cell Stem Cell: Intracellular Ca2+ Homeostasis and Nuclear Export Mediate Exit from Naïve Pluripotency Matthew S. MacDougall, Ryan Clarke, Bradley J. Merrill Included here: Data tables, R scripts, some imaging analysis(4E), and uncropped blot images Not included here for the sake of space: Micrographs and flow cytometry data
DOI: 10.17632/sf36zwxkvm
title: Regional tree-ring index and reconstructed early summer precipitation for NE China

description: Raw data of the MS "East Pacific Sea Surface Temperature Anomalies Shape Early Summer Precipitation Patterns in Northeast China Since 1762"
DOI: 10.17632/3hx6cpmh8s
title: Data for: State capacity and repression: a model of colonial rule

description: These are few data about the size of foreign colonial military in non settler colonies in 1900. The data have been retrieved from Herron, J. (1901). Colonial army systems of the Netherlands, Great Britain, France, Germany, Portugal, Italy and Belgium. Government Printing Office, Washington.
DOI: 10.17632/k57fr854j2
title: Lumbar Spine MRI Dataset

description: This data set contains anonymised clinical MRI study, or a set of scans, of 515 patients with symptomatic back pains. Each patient data can have one or more MRI studies associated with it. Each study contains slices, i.e., individual images taken from either sagittal or axial view, of the lowest three vertebrae and the lowest three IVDs. The axial view slices are mainly taken from the last three IVDs – including the one between the last vertebrae and the sacrum. The orientation of the slices of the last IVD are made to follow the spine curve whereas those of the other IVDs are usually made in blocks – i.e., parallel to each other. There are between four to five slices per IVD and they begin from the top of the IVD towards its bottom. Many of the top and bottom slices cut through the vertebrae leaving between one to three slices that cut the IVD cleanly and show purely the image of that IVD. In most cases, the total number of slices in axial view ranges from 12 to 15. However, in some cases, there may be up to 20 slices because the study contains slices of more than last three vertebrae. The scans in sagittal view also vary but all contain at least the last seven vertebrae and the sacrum. While the number of vertebrae varies, each scan always includes the first two sacral links. There are a total 48,345 MRI slices in our dataset. The majority of the slices have an image resolution of 320x320 pixels, however, there are slices from three studies with 320x310 pixel resolution. The pixels in all slices have 12-bit per pixel precision which is higher than the standard 8-bit greyscale images. Specifically for all axial-view slices, the slice thickness are uniformly 4 mm with centre-to-centre distance between adjacent slices to be 4.4 mm. The horizontal and vertical pixel spacing is 0.6875 mm uniformly across all axial-view slices. The majority of the MRI studies were taken with the patient in Head-First-Supine position with the rests were taken with the patient in in Feet-First-Supine position. Each study can last between 15 to 45 minutes and a patient may have one or more study associated with them taken at a different time or a few days apart. You can download and read the research papers detailing our methodology on boundary delineation for lumbar spinal stenosis detection using the URLs provided in the Related Links at the end of this page. You can also check out other dataset and source code related to this program from that section. We kindly request you to cite our papers when using our data or program in your research.
DOI: 10.17632/k67cwmhz6k
title: FTIR DATA SET

description: This data set contains a set of absorbance values at a wavelength range of 4000 to 400 1/cm of ATR-FTIR spectrum. FTIR spectra dat has been obtained from each of pesticide spiked  levels in apple  and data was divided into calibration data set and validation data set to perform a partial least square regression model.
DOI: 10.17632/vyvgm724sm
title: Data for: Iron deposits in banded iron-formations, Yilgarn Craton, Western Australia: sequential enrichment by magmatic, marine and meteoric fluids

description: Fluid chemistry data associated with hypogene magnetite and hematite ores hosted by Banded iron-formations. Examples from the Yilgarn Craton, Hamersley Province and Carajás Mineral Province.
DOI: 10.15468/dl.f4sz3m
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polyphena canangae (Hering, 1931), Polyphena melli (Hering, 1931), Polyphena herbifera (Walker, 1855), Polyphena bana (Cai, 1983), Polyphena chongzuoensis Li, Solovyev & Wang, 2019, Polyphena annae Solovyev, 2014, Polyphena canangae (Hering, 1931), Polyphena nitocris Solovyev, 2014, Polyphena barbatanellus (Holloway, 1990), Polyphena marpessa Solovyev, 2014, Polyphena melli (Hering, 1931), Polyphena canangoides (Holloway, 1986), Polyphena mustacha (Holloway, 1990), Polyphena herbifera (Walker, 1855), Polyphena barbatanellus (Holloway, 1990), Polyphena bana (Cai, 1983), Polyphena herbifera (Walker, 1855), Polyphena mustacha (Holloway, 1990), Polyphena bana (Cai, 1983))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009260-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gw3cyvbt7v
title: Tree seedling height growth for Pouteria sapota

description: Ricker et al. (2000) studied the growth of seedlings of a rainforest tree species that had been transplanted from a tree nursery into the forest in Veracruz, Mexico. The following three independent variables were measured (among others): the mass ("Ma") of the seeds that were used in the nursery, the openness ("Op", from 0 to 1) of the forest’s canopy, and the zinc concentration in the seedlings’ leaves ("Zn"). The dependent variable for multiple linear regression is plant height ("He") after 24 months. The 137 data entries of the four variables are provided here. REFERENCE: Ricker, M., C. Siebe, S. Sánchez, K. Shimada, B. C. Larson, M. Martínez-Ramos, and F. Montagnini. 2000. Optimising seedling management: Pouteria sapota, Diospyros digyna, and Cedrela odorata in a Mexican rainforest. Forest Ecology and Management 139:63-77. https://doi.org/10.1016/S0378-1127(99)00335-7
DOI: 10.17632/7x9z7wr5pc
title: Data on growth performance and nutritional composition of common carp (Cyprinus carpio) fry fed with Chlamydomonas sp.

description: The inclusion of Chlamydomonas sp. in the diet had a significant positive impact on the fatty acid and amino acid profile of whole common carp. The results of this study suggest that substituting a portion of fishmeal with Chlamydomonas sp. powder could provide higher growth performance, offering both nutritional benefits and higher survival rate in common carp.
DOI: 10.17632/gntzg8rd5k
title: The Impact of Corporate Governance on Firm Value Through Financial Performance: Evidence from Indonesian Companies Listed in LQ-45 Index

description: This dataset accompanies the study titled "The Impact of Corporate Governance on Firm Value Through Financial Performance: Evidence from Indonesian Companies Listed in LQ-45 Index"
DOI: 10.17632/93dmwj5yhk
title: Data for Adaptive Neuro-Fuzzy Inference System for Customizing Investment Type based on the Potential Investors’ Demographics

description: The data is related to the paper by Asemi, A. & Ko, A. (2022), in the title: "Adaptive Neuro-Fuzzy Inference System for Customizing Investment Type based on the Potential Investors’ Demographics and feedback". The study aimed to present a novel customized investment recommender system based on the potential investors’ demographic data and their feedback using fuzzy neural inference solutions. In the proposed model, by combining the experts' knowledge and potential investors’ demographic data, we customized the investment type by the adaptive neuro-fuzzy inference recommender system. According to different functions, the design of the model is processed into three phases: data gathering, data analysis, and decision. The proposed algorithm was deployed in JMP and MATLAB. We designed a novel combined recommender system framework which recommends relevant and accurate recommendations to the investor for the most appropriate investment type or product.
DOI: 10.6084/m9.figshare.7253414.v1
title: Land Cover Data for Cooley et al. (2018) Ecological Applications

description: Land cover data used by Cooley et al (2018) "Assessing regional drought impacts on vegetation and evapotranspiration: a case study in Guanacaste, Costa Rica". Sistema Nacional de Áreas de Conservación (SINAC) Unidad de Monitoreo Forestal created the forest cover data (TiposBosque) using a classification of 20011-2012 Rapideye images with five spectral bands and a spatial resolution of 5 m. These data were combined with data produced by info-basin.net to add agriculture land cover, which TiposBosque data set did not have.<br>
DOI: 10.17632/fkcbw2wvvx
title: Dataset of Development of a Physical Education Learning Model Using the Teaching Personal and Social Responsibility Approach and Bola Bali Maning Games for Elementary School Students

description: Dataset presents the effect of Teaching Personal and Social Responsibility (TPSR) approach and Bola Bali Maning games on Physical Education learning outcomes in the domains of knowledge, attitudes and skills.
DOI: 10.17632/fjx6hvncty
title: Emotion-Induced Body Motion and Ground Reaction Force Data with Full-Body Motion Capture

description: This dataset contains comprehensive recordings of body motion and ground reaction forces collected during an experiment designed to study the effects of emotional stimuli on human movement. The experiment involved participants viewing emotionally charged movies while standing on a force plate, and their body motion was captured using a full-body motion-capture system.

Experimental Setup:
Participants: Individuals were exposed to different emotional conditions through a series of movies.
Stations:
Start Station: A force plate (OR6-7-2000 AMTI) where participants stood while watching the movies.
Station A: A 55-inch TV screen, 2 meters from the force plate, where the movies and instructions were presented.
Station B: A sitting station, 4 meters from Station A, where participants performed filler tasks between emotional conditions.
Procedure: Participants moved between stations according to the experimental protocol. Body motion was recorded during movie viewing and walking phases, with special emphasis on post-movie emotional manipulation checks.
Data Collection:
Motion-Capture System: A total of 14 cameras (Oqus 300 and Oqus 500 by Qualisys) were used to track the body movements of participants.
Marker Placement: 22 reflective markers were placed on key anatomical points (e.g., head, shoulders, elbows, wrists, hips, knees, ankles, toes, and heels) to capture a full-body model.
Ground Reaction Forces: Data was captured via the force plate, recording forces and center of pressure (COP) at a rate of 120Hz while participants stood to watch the movies.
Data Files:
Subject Data: Each participant's data is stored in a dedicated folder with the naming convention _..
C3D Files: 3D motion capture data.
QTM Files: Data from the Qualisys Track Manager.
TSV Files: Tab-separated value files with force plate data and marker positions along three axes.
Exp_data.xlsx: Contains metadata including subject IDs, trial numbers, corresponding emotions, age, gender, and questionnaire responses.
Purpose:
The dataset is designed to support research in biomechanics, emotion studies, and human movement analysis. It is particularly suited for studies aiming to understand the relationship between emotional states and physical movement patterns.

Potential Uses:
Analysis of emotion-induced changes in body motion and balance.
Studying the impact of different emotional states on ground reaction forces.
Development of machine learning models for emotion detection based on motion capture data.
Multimodal analysis combining motion capture data with psychological assessments.

Additional information can be found at
DatabseIntro.docx

Riemer, Hila, et al. "Emotion and motion: Toward emotion recognition based on standing and walking." Plos one 18.9 (2023): e0290564.
DOI: 10.6084/m9.figshare.5126416.v1
title: Supplementary Material for: Recombinant Human L-Ficolin Directly Neutralizes Hepatitis C Virus Entry

description: L-ficolin is a soluble pattern recognition molecule expressed by the liver that contributes to innate immune defense against microorganisms. It is well described that binding of L-ficolin to specific pathogen-associated molecular patterns activates the lectin complement pathway, resulting in opsonization and lysis of pathogens. In this study, we demonstrated that in addition to this indirect effect, L-ficolin has a direct neutralizing effect against hepatitis C virus (HCV) entry. Specific, dose-dependent binding of recombinant L-ficolin to HCV glycoproteins E1 and E2 was observed. This interaction was inhibited by soluble L-ficolin ligands. Interaction of L-ficolin with E1 and E2 potently inhibited entry of retroviral pseudoparticles bearing these glycoproteins. L-ficolin also inhibited entry of cell-cultured HCV in a calcium-dependent manner. Neutralizing concentrations of L-ficolin were found to be circulating in the serum of HCV-infected individuals. This is the first description of direct neutralization of HCV entry by a ficolin and highlights a novel role for L-ficolin as a virus entry inhibitor.
DOI: 10.21233/5nkk-4p61
title: Nadezhdinsky District ostracode surface sample dataset

description: Raw data for the Nadezhdinsky District ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/8m5nbx9jzt
title: Dataset_metaanalysis cocoa bean fermentation

description: raw data obtained from the results of determining references that can be used for meta-analysis
DOI: 10.6084/m9.figshare.5125927.v1
title: Supplementary Material for: Cost Analysis of an Intravenous to Subcutaneous Epoetin α Conversion

description: <b><i>Background/Aims:</i></b> A cost analysis of a conversion from intravenous (IV) to subcutaneous (SC) epoetin α in patients receiving chronic in-center hemodialysis (HD). <b><i>Methods:</i></b> This retrospective analysis compared epoetin α drug costs during a 6-month period of IV usage (July to December 2010, period 1) to a 6-month period of SC usage (July to December 2011, period 2) in four large in-center HD units. Data were collected from quarterly counts of HD patients receiving epoetin α and monthly inventory billing records. <b><i>Results:</i></b> 622 HD patients who received IV epoetin α (period 1) were compared to 609 HD patients who received SC epoetin α (period 2). A 12.6% decrease in dose was observed. The average weekly cost of epoetin α was USD 173.02 per patient during the IV period versus USD 151.20 per patient during the SC period. This equated to a yearly cost savings of USD 1,135 per patient with SC epoetin α. <b><i>Conclusion:</i></b> The switch from IV to SC epoetin α was successfully implemented in all four centers and realized significant cost savings.
DOI: 10.17632/xzkw7hrwjr
title: Stabilization of GTSE1 by cyclin D1-CDK4/6-mediated phosphorylation promotes cell proliferation: relevance in cancer prognosis

description: Raw, uncropped supporting Western blot files for: 1. Garcia-Vazquez N., González-Robles T., Lane E., Spasskaya D., Zhang Q., Kerzhnerman M., Jeong Y., Collu M., Simoneschi D., Ruggles K., Rona G., Kaisari S., and Pagano M. Stabilization of GTSE1 by cyclin D1-CDK4/6-mediated phosphorylation promotes cell proliferation: relevance in cancer prognosis.
DOI: 10.17632/j9nnfv9fjt
title: Particle-vibration coupling model for odd-A nuclei

description: Abstract A FORTRAN program is described which calculates the energy eigenvalues, static moments, and electromagnetic transition rates for an odd-A nucleus described as a single nucleon coupled to a vibrating doubly even core. Title of program: PARTICLE-VIBRATION COUPLING Catalogue Id: ABLP_v1_0 Nature of problem Energy levels, static moments, and electromagnetic transition rates are obained for odd-A vibrational nuclei using the Intermediate Coupling Unified Model. The appropriate single particle states are coupled to vibrational excitations of the neighboring even-even core. The single particle energies are extracted form the spectra nuclei with one valence nucleon or are treated as free parameters; phonon energies are derived from neighboring doubly-even nuclei. The particle vibration coupling constan ... Versions of this program held in the CPC repository in Mendeley Data ABLP_v1_0; PARTICLE-VIBRATION COUPLING; 10.1016/0010-4655(90)90146-R This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/2h9tkb44pv
title: Pension Fund

description: In this study, the results of the estimations of the pension funds that the employees invested for their future by sacrificing their current prosperity were investigated by using machine learning techniques. In the study, Support Vector Regression (SVR) and Decision Tree Regression (DTR) methods were used as the prediction method.
DOI: 10.17632/3xd9n945v8
title: 'Hass' Avocado Ripening Photographic Dataset

description: This dataset consists of 14,710 labeled photographs of Hass avocados (Persea Americana Mill. cv Hass), resized to 800 x 800 pixels and saved in the .jpg format, designed to facilitate the development of deep learning models for predicting ripening stages and estimating shelf-life.

A total of 478 Hass avocados were acquired three days post-harvest and categorized into three storage groups: T10 at 10 ºC with 85% relative humidity (RH); T20 at 20 ºC with 85% RH; and Tamb under ambient conditions.

The ripening process of these avocados was documented through daily photographs (2 of each sample of opposite sides), each linked to a detailed Ripening Index with five stages: 
1 - Underripe;
2 - Breaking;
3 - Ripe (First Stage);
4 - Ripe (Second Stage);
5 - Overripe.

The fourth stage marked the end of the avocados' shelf-life, with any sample classified as stage 5 considered beyond its prime. Time stamps on each photograph enable the tracking of the duration from any photograph, to the point each avocado reached the end of its shelf-life.

Additionally, an Excel spreadsheet accompanies the dataset, listing all photograph filenames, their corresponding sample number, storage group, classification according to the 5-stage Ripening Index, the day the photograph was taken relative to the start of the experiment, and the side of the fruit photographed (a or b).

Please cite the original contributors if you use it for your own work, by referring to this dataset.
DOI: 10.6084/m9.figshare.12656942.v1
title: US Media Coverage of International Kidnapping 2001-2015_SCT.dta

description: This is the dataset used in Danielle Gilbert (2020): The Oxygen of Publicity: Explaining U.S. Media Coverage of International Kidnapping, Studies in Conflict & Terrorism, DOI: 10.1080/1057610X.2020.1792723
DOI: 10.17632/3t4zn67nc4
title: Supplemental Appendix for "Cutaneous Reactions Reported after Moderna and Pfizer COVID-19 Vaccination: A Registry-Based Study of 414 Cases"

description: Supplemental Appendix for "Cutaneous Reactions Reported after Moderna and Pfizer COVID-19 Vaccination: A Registry-Based Study of 414 Cases"
DOI: 10.17632/3fkbbw9w36
title: CRYPTOCURRENCY IN MODERN DAYS: PROSPECTS AND CHALLENGES

description: Cryptocurrency is a non-regulated form of currency that has gained popularity due to its potential to disrupt traditional financial systems and provide greater financial inclusion. The cryptocurrency market is much more volatile and riskier than traditional markets, and there are various risks associated with it, such as hacking and fraud. The lack of clear guidelines and regulations from governments and financial institutions is a major challenge for the cryptocurrency market. Despite the challenges, the cryptocurrency market has the potential to revolutionize the financial landscape. This paper examines the overall impression of Cryptocurrency in the market, including the lack of clear guidelines and regulations from governments and financial institutions and tries to explore the prospects, risks and drawbacks of crypto market, including the impact on market stability and innovation.
DOI: 10.17632/88752zvv3v
title: Data for Y. Wada et al. manuscript "Meteorological Aspects of Gamma-ray Glows in Winter Thunderstorms"

description: Materials used to produce figures in the manuscript entitled "Meteorological Aspects of Gamma-ray Glows in Winter Thunderstorms" (Y. Wada et al., submitted to Geophysical Research Letters) are included.
DOI: 10.17632/6w3w27rfkr
title: Dataset for Continued Digital Payment Adoption Behavior in Taiwan

description: This dataset shows the existence of an institutional behavior mechanism in the continued adoption of digital payment in Taiwan. The data was gathered in September 2022 through an online survey using the Line Platform. Moreover, this dataset is associated with a manuscript entitled "Institutional Behavior Mechanism: Exploring the Impacts of Macro-environmental Stimuli on Continued Digital Payment Adoption Behavior", which is currently under consideration to be published in Computers in Human Behaviors.
DOI: 10.17632/fn38hf353w
title: Data for: A CNN Recognition Method for Early Stage of 10kV Single Core Cable Based on Sheath Current

description: Here we provide the raw data which is obtained from the simulation in PSCAD/EMTDC software and the processed data which contain 4 cable states and 54 characteristics. The raw data contain 4 rar files, load change.rar, shield grounding.rar, shield grounding after the reduction of insulation.rar, and reduction of insulation between core and shield.rar. There are 153 out files in load change.rar and each of the other 3 rar files has 289 out files. The simulation time of each out file is 0.5s and the sampling frequency is 100kHz. We set 6 fault trigger and load changing moments: 0.073s, 0.147s, 0.210s, 0.284s, 0.357s, 0.440s. The duration of every fault trigger and load changing is 0.04s. The out file contains 10 columns in total. The first column corresponds to the simulation time. From the second column to the last, it is the sheath current of three phase (ABC) in first end of cable and the last end, and the load current of three phase (ABC). The csv file is the processed data. It contains 7038 samples which have been randomly disorganized. Every row is one sample and the first column is the index. The xlsx file shows the results of comparative experiments when activation function, the CNN structure, and the number of iterations are different.