cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kbkvts
title: Occurrence Download

description: A dataset containing 1145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Murdannia nudiflora (L.) Brenan)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1145 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001544-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/st4y24tmjt
title: Data for: Effects of pH2O, pH2 and fO2 on the diffusion of H-bearing species in lunar basalt and an iron-free basaltic analog at 1 atm

description: This file contains supplementary calculations and data in support of the manuscript "EFFECTS OF pH2O, pH2 AND fO2 ON THE DIFFUSION OF H-BEARING SPECIES IN LUNAR BASALT AND AN IRON-FREE BASALTIC ANALOG AT 1 ATM", submitted to Geochimica et Cosmochimica Acta. The authors of the manuscript are: M.E. Newcombe*, J.R. Beckett, M.B. Baker, S. Newman, Y. Guan, J.M. Eiler, and E.M. Stolper * mnewcombe@carnegiescience.edu CONTENTS 1. Run Table: Description of experimental setup and conditions 2. Gas composition from emf: Calculation of partial pressures of H2, CO2, CO, O2, and H2O in the furnace hotspot from the voltage difference measured by the oxygen sensor 3. Gas composition from flow rates: Calculation of partial pressures of H2, CO2, CO, O2, and H2O in the furnace hotspot from measured flow rates of CO2 and H2 4. Results Table: Extended table of fitting results and diffusion model parameters 5. Solubility relationship check: Calculations of the expected water concentration at the melt-vapor interface and interior of each experiment (based on solubility relationships reported by Newcombe et al. 2017) and measured water concentration at the melt-vapor interface and interior of each experiment Worksheets #6 onwards contain raw and processed SIMS data, and best-fit water diffusion model profiles for each experiment.
DOI: 10.17632/sdnrghvgw3
title: Supplemental Figure 1

description: Cumulative Incidence Function Plot of Number of Minor Risk Factors (MRF) and Time to Local Recurrence
DOI: 10.17632/4m3fwj3y4f
title: Data for: Development of Positioning System for Nuclear Fuel Rod Automated Assembly

description: Image processing results and raw data collected
DOI: 10.17632/387hrrcm86
title: A MULTIFACTORIAL STUDY ON VARIABLES CAUSING VOCAL DISORDERS IN SCHOOL TEACHERS

description: Research data associated with the article titled "A Multifactorial Study on Variables Causing Vocal Disorders in School Teachers". The data was collected through a questionnaire distributed to active teachers across all state schools in Catalonia.
DOI: 10.17632/32txrwstzt
title: Meridional variations of C2H2 in Jupiter's stratosphere from Juno UVS observations

description: This archive contains the data used to generate Figures 1-3 in the paper "Meridional variations of C2H2 in Jupiter's stratosphere from Juno UVS observations" by Giles et al. (2021), submitted to JGR Planets. The original Juno UVS data is available at the PDS Atmospheres Node (https://pds-atmospheres.nmsu.edu/PDS/data/jnouvs_3001/).
DOI: 10.17632/4xyhtw77ht
title: Cannabidiol

description: Complementary data on the optimization of quantification of Cannabidiol and Tetrahydrocannabinol using High Performance Liquid Chromatography
DOI: 10.17632/x2zb76v474
title: MANGO PICKLE

description: Project Title: Good and Bad Classification of Mango Pickle (Mangifera indica) Using Redmi 10 Prime Mobile Camera

Description:

The project, "Good and Bad Classification of Mango Pickle (Mangifera indica)," aims to develop a machine learning model capable of distinguishing between good and bad samples of mango pickle. A dataset of more than 500 images, evenly divided between good and bad mango pickle samples, has been created. The images were captured using a Redmi 10 Prime mobile camera, providing high-resolution visual data. A white background was used to highlight the pickle, and images were taken in natural daylight to ensure optimal lighting conditions for accurate analysis.

Dataset Composition:

Good Samples (High-Quality Mango Pickle): The dataset includes more than 250 images of high-quality mango pickle. These samples exhibit the desired characteristics of a good pickle, such as vibrant color, proper texture, correct oil and spice distribution, and absence of spoilage indicators like mold or off-putting discoloration. These images represent the positive class in the model, providing examples of what constitutes a well-made, high-quality mango pickle.

Bad Samples (Low-Quality Mango Pickle): Another 250 images represent low-quality or spoiled mango pickle. These samples may show signs of spoilage such as mold, fermentation bubbles, discoloration, or improper texture (either too dry or too watery). These images make up the negative class, helping the model learn to identify pickle samples that do not meet quality standards.


Data Collection Setup:

The images were captured using the Redmi 10 Prime mobile camera, chosen for its ability to capture high-quality, detailed images. The use of a white background helped to create a clear, distraction-free environment, ensuring that the model focuses on the key features of the pickle. Natural daylight was used for illumination to bring out the true colors and textures, providing consistency and reducing shadows or reflections that could distort the image quality.

Image Characteristics:

The images in the dataset vary in terms of the appearance of the mango pickle, influenced by different ingredients, preparation methods, and levels of spoilage or aging. This variability allows the model to generalize well and perform effectively in different scenarios, whether identifying a batch of well-preserved pickles or detecting signs of spoilage.

Data Annotation:

Each image has been manually labeled as either "good" or "bad" based on expert observation of the pickle’s quality. These labels serve as the ground truth, allowing the model to learn the differences between high-quality and low-quality pickle samples.

Data Preprocessing:

The dataset is processed through several steps to ensure that the machine learning model receives clean, standardized inputs:

Resizing: All images are resized to a uniform dimension to ensure consistency across the dataset.
DOI: 10.17632/7s382fs2bg
title: Auditory evoked Delta-brushes involve stimulus-specific cortical networks in preterm infants

description: Here are the codes used for the article: Auditory evoked Delta-brushes involve stimulus-specific cortical networks in preterm infants
They are matlab .m files readable with matlab or most word processing softwares such as Word or Notepad.
DOI: 10.17632/vf73rr8p5n
title: Raw, uncropped supporting Western blot files for: Cao S...Zheng N “Recognition of BACH1 Quaternary Structure Degrons by Two F-box Proteins under Oxidative Stress”

description: Raw, uncropped Western blots for: Cao S, Garcia SF, Shi H, James EI, Kito Y, Shi H, Mao H, Kaisari S, Rona G, Deng S, Goldberg HV, Ponce J, Ueberheide B, Lignitto L, Guttman M, Pagano M, & Zheng N "Recognition of BACH1 Quaternary Structure Degrons by Two F-box Proteins under Oxidative Stress".
DOI: 10.17632/4mrcvtzj6d
title: Consensus in cockroach and termite phylogeny illuminates the origins of sociality

description: Cockroaches and termites (Blattodea) occur in almost all terrestrial ecosystems and include important decomposers, pests, as well as groups of medical importance. However, the evolution and systematics of Blattodea have long remained unresolved and recent phylogenomic studies have recovered divergent results that conflict significantly among each other and with morphology-based phylogenies. Using methods designed to counter common sources of error in genome scale phylogenetic estimation, we re-analyze the deep phylogeny of Blattodea using the largest datasets assembled to date including published transcriptomes, mitochondrial genomes, as well as data derived from Sanger-sequencing. All three datasets recovered a congruent, well-resolved and strongly supported phylogeny of Blattodea with a monophyletic Solumblattodea, and with Nocticolidae + Corydiidae comprising the earliest branching clade. The enigmatic families Lamproblattidae + Anaplectidae comprise a sister clade to Cryptocercidae + Isoptera, a novel result shedding light on the evolution of eusociality in termites. We propose the name Lanablattae for the clade Lamproblattidae + Anaplectidae and Artioblattodea for Xylophagodea + Lanablattae. Ancestral state reconstruction suggests that the ancestors of Artioblattodea was not monogamous, implying that kin selection may only play a major role in the later stages of the evolution of eusociality, while non-nepotistic cooperation may be relatively more important at the onset of social group forming. Our results provide a robust backbone phylogeny of cockroaches and termites, opening new possibilities for studying macroevolutionary patterns in this biodiverse order.
DOI: 10.17632/dgnks7y55f
title: Estudio retrospectivo de 10 pacientes adultos con enfermedad ampollar autoinmune por inmunoglobulina A lineal

description: Antecedentes: la enfermedad ampollar autoinmune por IgA lineal (EIAL) es una afección adquirida, crónica, poco frecuente, que cursa con ampollas subepidérmicas y presencia de depósitos de IgA en un patrón lineal, en la zona de la membrana basal (ZMB), observados por inmunofluorescencia directa (IFD) o técnicas inmunohistoquímicas. 
Objetivo: determinar las características epidemiológicas y clínicas, y la respuesta al tratamiento de pacientes con EIAL.
Diseño: estudio descriptivo, observacional y retrospectivo.
Materiales y métodos: se evaluaron las historias clínicas de 648 pacientes que asistieron al Sector de Enfermedades Ampollares Autoinmunes del Servicio de Dermatología del Hospital General de Agudos Dr. José María Ramos Mejía, entre noviembre de 1997 y diciembre de 2021. Se incluyeron pacientes de ambos sexos, mayores de 18 años, que presentaban síntomas clínicos y resultados de IFD compatibles con EIAL. Resultados: se estudió la evolución de 10 pacientes con diagnóstico de EIAL (1,54% del total de los pacientes). El sexo más afectado fue el femenino. La edad promedio de presentación fue de 52,5 años. Solo el 20% tenían compromiso mucoso. Todos los pacientes presentaron en la IFD depósitos lineales de IgA en la ZMB. El 60% fueron tratados con dapsona en combinación con metilprednisona. 
Conclusiones: destacamos la heterogeneidad del cuadro clínico y que la entidad se define por el hallazgo de depósitos de IgA en la IFD, con un patrón lineal siguiendo la ZMB. En este estudio, a diferencia de lo publicado en la literatura, la edad de presentación fue menor, el compromiso mucoso fue menos frecuente y se observó el estrés emocional como un factor desencadenante no mencionado en la bibliografía.
DOI: 10.17632/mynywmvmm6
title: Cutting Force Component Ratios in the Scope of Material Differenciation During Mechanical Excavation of Rock on the Example of Concrete
DOI: 10.17632/3f8tvpw348
title: Whole genome sequence data of Leptospira weilii and Leptospira Leptospira kirschneri isolated from human subjects Sri Lanka

description: Leptospira kirschneri (3/38) and Leptospira weilii(4/23) in the NCBI database is limited. Sequencing the entire Leptospira genome and conducting thorough analysis of the data can significantly enhance the ability to predict and respond to outbreaks more quickly. Whole genome sequencing proves particularly valuable in the molecular epidemiology of infections, particularly during outbreaks, by improving efficiency and accuracy.
• Researchers studying leptospirosis can benefit from this data by utilizing it in their studies related to vaccine development and uncovering the molecular mechanisms underlying pathogenesis in leptospirosis.
DOI: 10.17632/n3pk7rcj44
title: Data for: Constraining Formation Hypotheses for Irregular Mare Patches on the Moon with Orbital Reflectance Spectra

description: This data pertains to figures and information described in Vannier et al. (2023), titled Constraining Formation Hypotheses for Irregular Mare Patches on the Moon with Orbital Reflectance Spectra.

large_imp_spectra.csv was used in Figure 5 and Figure S4.
small_imp_spectra.csv was used in Figure 6.
Laboratory reticulite spectral data is found in ret_nc091122s1.txt, used in Figures 5 and 6.
The _halo_spectra.csv files were used in Figures S1-S3
The ROI coordinates folder contains ROI coordinates for each IMP analyzed in the paper. See Figures S5 and S6 in the supplemental information for the ROIs that correspond to these coordinates. ROIs were drawn on unprojected M3 spectral cubes.
Table 1 in the main body of the text shows the corresponding M3 image files for each IMP.
DOI: 10.17632/27c4tppmww
title: An extensional collapse model for the Lhasa–Qiangtang orogen in central Tibet

description: This dataset contains Zircon U–Pb geochronological data, Zircon Hf isotope data and geochemical data of multi-stage magmatic rocks used to study the late evolution of the Lhasa–Qiangtang orogen in central Tibet
DOI: 10.17632/5xs74kbx9d
title: Evaluation of DecisionDx®-SCC Genetic Panel Validity using CDC's ACCE Criteria

description: This material details the comparison of the DecisionDx®-SCC 40-GEP genetic panel against the CDC's ACCE criteria for clinical genetic tests. It applies the original 44 ACCE criteria to the genetic test.
DOI: 10.17632/2vkxfh8fhz
title: Low-cost receiver dataset

description: Hypothesis - Identify the quantifiable impact of the built low-cost receiver under minimum and maximum multipath conditions.
Data observations - 
The receiver gathered data under maximum and minimum multipath conditions. under maximum multi-path conditions, the receiver was set up on two known locations where the multipath is highest and lowest for comparison. In the second stage, after identifying the impact of the multi-path, the receiver was set on a known location where the multipath error can be omitted. Later on, 15min observations for 3 days were taken and the accuracy and precision were compared with the standalone observations and corrected observations using DGPS obtained from geodetic receiver.
DOI: 10.17632/jdxzmnrmtj
title: A Forward-Looking Measure of Credit Risk (Estimation Results)

description: Estimation results for the manuscript "A Forward-Looking Measure of Credit Risk" (Masahiko Egami, Rusudan Kevkhishvili). Standard errors are indicated as s.e.
DOI: 10.17632/g3982h3ytj
title: Mendeley Supplementary Table 1 for "Prospective study evaluating personal history of rosacea and risk of cutaneous squamous cell carcinoma among women in the US"

description: Mendeley Supplementary Table 1 for "Prospective study evaluating personal history of rosacea and risk of cutaneous squamous cell carcinoma among women in the US"
DOI: 10.17632/ph9wyc8jyp
title: Data for: PERSONALITY TRAITS AND PERSONAL VALUES AS RETAIL PHARMACY CHOICE PREDICTORS IN THE CONTEXT OF PHARMACEUTICAL CARE REQUIREMENTS. THE POLISH STUDY

description: The presented data refer to a study aimed to review the premise that a specific personality may be a predictor for the career choices made by pharmacy students that entail building a therapeutic relationship with the patient as part of practising PhC. The study was conducted in a group of 211 students at the Faculty of Pharmacy, Medical University in Lublin, aged 21 - 30 (M=23.17; SD=1.26). The reference group (n=83) was composed of respondents declaring preference for a professional path that implies direct contacts with the patient (mainly retail pharmacy at a commercial chemist’s). The control group was composed of students who declared preference for a professional path which does not entail direct contacts with patients. The study employed the Polish versions of the NEO-FFI Personality Inventory and the Schwartz Value Survey.
DOI: 10.17632/rmft3vs8mj
title: Data for: Two routes to platinum-based carboxylate-bridged heterometallics

description: CIF files for complexes discussed in the article and data validation reports (CHECKCIF)
DOI: 10.17632/sc4fx9m6rm
title: Lipidome data of fatty liver and fatty kidney treated by black tea extract

description: Diet-induced obese (DIO) mice was utilized to evaluate the effect and mechanism of black tea extract (BTE) on fatty liver and fatty kidney. LC-MS/MS was performed to identify the altered lipid and find the potential lipid targets of BTE in fatty liver and fatty kidney.
DOI: 10.17632/ftgb68n5zn
title: Malnutrition in Parkinson's Disease patients

description: From 2020-10 we performed a system review and meta-analysis, to illustrate the prevalence of malnutrition/malnutrition risk in Parkinson's disease patients. This dataset provides the data extraced from the articles we had included into our study. If you want to use it, please contact the corresponding author Prof. Yu, for permission. His email is yuk1997@sina.com.
DOI: 10.17632/n8h2pspcfv
title: Data: Bayesian analysis for estimating statistical parameter distributions of elasto–viscoplastic material models

description: This data set consists of real and synthetic material deformation data (tensile tests and creep tests) used to perform Bayesian analysis for the article titled "Bayesian analysis for estimating statistical parameter distributions of elasto–viscoplastic material models". For further information please contact Aritra Chakraborty (aritrachakraborty91@gmail.com) or Mark Messner (messner@anl.gov)
DOI: 10.17632/6xvxf37k29
title: Data for: The Role of Task Difficulty in Theoretical Accounts of Mind Wandering

description: Data for "The Role of Task Difficulty in Theoretical Accounts of Mind Wandering," by Seli, Konishi, Risko, and Smilek.
DOI: 10.17632/dz3h4kfzj3
title: Uromodulin:HbA1c ratio in detection of diabetic nephropathy

description: UHR in DN. Excel sheet containing the blinded master chart.
DOI: 10.17632/j5t3tzfh29
title: Electrophysiological evidence of peripersonal space remapping following tool-use in humans

description: n this shared folder you can find:

- EEG data. There are raw data of each single subject. In addition, you can find channel locations and trigger codes.

-Behavioral data. In the Excel file, you can find the Reaction times of each single subject in each trial
DOI: 10.17632/ffrkcrk9r2
title: Data for: The curcuminoid, EF-24, reduces cisplatin-mediated reactive oxygen species in zebrafish inner ear auditory and vestibular tissues
DOI: 10.17632/kw4kd2n7h4
title: Supplemental Material for A small-strain hypo-elastic constitutive model and application to foundation field tests for initial stiffness evaluation

description: This supplemental material complements the technical paper ‘A small-strain hypo-elastic constitutive model and application to foundation field tests for initial stiffness evaluation’. This material provides comprehensive original data, along with a thorough description of statistical methods used for model calibration. Detailed layouts are presented for the three-dimensional finite element models in Abaqus. The seismic site investigation is documented for the Mustang Island test site. Additionally, this material explores the correlation between von Mises stress and mean effective stress, offering deeper insights into the findings of the original research.
DOI: 10.17632/t36n7sdf94
title: ANIQ_WELLBEING

description: This data set includes self-report measures of perceived narrative coherence, emotion regulation difficulties, social support, and psychological well-being.
DOI: 10.17632/cyyyhzw5p4
title: Quantifying the biophysical effects of forests on local air temperature using a novel three-layered energy balance model
DOI: 10.6084/m9.figshare.28516649
title: soil erosion

description: Calculation of soil erosion rate in China
DOI: 10.6084/m9.figshare.28516649.v1
title: soil erosion

description: Calculation of soil erosion rate in China
DOI: 10.17632/fxcbcrdrd3
title: MET and MWM

description: This study aimed to determine the effectiveness of MWM and MET on pain, range of motion, balance and fear of falling (FoF) in elderly with KOA over the time.
DOI: 10.17632/ks32v67r9x
title: Individual identity information is obscured post laboratory colony assembly in black-capped chickadees

description: We hypothesized that lab-housed black capped chickadees would be able to discriminate calls between two established lab colonies, and would perceive a change from pre-to-post colony assembly, as an indication of vocal plasticity. While birds did not demonstrate colony-based discrimination, we suggest the birds instead employed individual-based discrimination. Furthermore, while high individual discrimination accuracy was maintained for pre-assembly calls, discrimination accuracy dropped significantly for post-assembly calls. We suggest that vocal plasticity, specifically call convergence, altered the acoustic features of individuals' calls, impeding individual discrimination. Attached are each bird's data for each day of the study. Within each bird's folder (bird's ID and group denoted as G1, G2, or Pseudo in first file within each folder), TXT. files are named by date and stage.
DOI: 10.17632/f9bp4br8wf
title: Variant calling

description: Variant call file of DENV2 16681 passage 1 in M3 iPSC cells (open with Microsoft Excel)
DOI: 10.17632/3zw3zj2jbd
title: Data for: Species mixture increases production partitioning to belowground in a natural boreal forest

description: This dataset is the raw data containing information such as PlotID, Tree ID, DBH and Height of each tree, soil nutrient, production of understorey vegetation, fine roots and litterfall of all 27 plots included in our analysis.
DOI: 10.17632/p6bsdz7xch
title: Experimental videos in studying the influences of dry- and wet-bed downstream conditions on dam break multiphase flood waves in a reservoir with 7.5 cm sediment depth (25% silted-up)

description: Experimental videos: Herein, 24 distinct video files have been presented which related to dam break multiphase flood shock wave experiments, performed in the Shiraz University, Civil and Environmental Engineering Department’s Hydraulic Lab (Shiraz, Iran). The initial upstream sediment depth was 7.5 cm which makes the upstream reservoir 25% silted-up with respect to the total 30 cm height of the reservoir. Different initial downstream conditions have also been considered including dry-bed downstream and wet-bed downstream with different levels of standing water; 2 cm, 4 cm and 5 cm. Considering three cameras which covered length of the flume, 4 different dam break scenarios and 2 repetitions conducted for each test, a total of 24 videos collected which presented in this document. The additional explanations related to video files can be seen in “Explanation table of videos” file which attached to this document in Microsoft Word (DOCX/DOC) format. Foad Vosoughi, Mohammad Reza Nikoo, Gholamreza Rakhshandehroo, Amir H. Gandomi First author Foad Vosoughi Research Associate, Civil Eng. Department, Shiraz University, Shiraz, Iran. Email address: foad.vosooghi@gmail.com ORCID: 0000-0002-4321-9788 Second author Mohammad Reza Nikoo Associate Professor, Civil Eng. Department, Shiraz University, Shiraz, Iran. Third author Gholamreza Rakhshandehroo Professor, Civil Eng. Department, Shiraz University, Shiraz, Iran. Fourth author Amir H. Gandomi Professor, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia.
DOI: 10.15468/dl.zn7d3h
title: Occurrence Download

description: A dataset containing 24851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvelinus namaycush (Walbaum, 1792))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24851 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001516-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.