cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gdfvxvr7f2
title: PACIFIC trial substudy - Predictive value of targeted proteomics for coronary plaque morphology in patients with suspected coronary artery disease

description: De-identified data set pertaining the article "Predictive value of targeted proteomics for coronary plaque morphology in patients with suspected coronary artery disease" by Bom et al in EBiomedicine. All individual participant data that underlie the results reported in this article are shown in the first data sheet. The second data sheet contains a data dictionary.
DOI: 10.17632/sbrbbn7skn
title: Eastern Amazon leaf wetness sensor profile_Binks et al. 2020 Agr.For.Met.
DOI: 10.17632/5wpdvx2vcm
title: Supplemental material Zanon et al. 2023

description: Supplemental material to

Quantifying methane emissions under field conditions under 2 different dairy production scenarios: Low-input versus high-input milk production

Thomas Zanon, Greta Fichter, Paul Mittermair, Laura Nocker, Matthias Gauly and Giovanni Peratoner
DOI: 10.17632/cz5637m64y
title: Data for: Mesoscopic Modeling of the Impact Behavior and Fragmentation of Porous Concrete

description: In this work, real porous concrete mixtures, which have been experimentally produced and tested, were analyzed numerically. The numerical output was also compared with experimental results.
DOI: 10.17632/fhvzh7g72y
title: Upper torso mobility and shoulder pain changes following KT in US Masters National Championship Swimmers-An Exploratory Study

description: Excel spreadsheet of organized data and the graphs included in the study.
DOI: 10.17632/s8v25w53wx
title: Factors Influencing adoption of loss reduction practices

description: Data used to examine the factors that influence adoption of loss reduction practices
DOI: 10.17632/5m9nj84xpf
title: MATLAB code for Organic Rankine Cycle

description: This is the MATLAB code used to analyze system metrics associated with a lab-scale organic Rankine cycle for ultra-low waste heat recovery. Full information on the project is in the PhD dissertation by Sebastian Araya, Villanova University, 2019.
DOI: 10.17632/dgvhm8t592
title: GHRM Research

description: This file shows the data of respondent, the result of bootsraping and algorithm from SMARTPLS
DOI: 10.17632/p8xb4mw67v
title: The diazirine-mediated photo-crosslinking of collagen improves biomaterial mechanical properties and cellular interactions

description: This is the processed data set for the article entitled "The diazirine-mediated photo-crosslinking of collagen improves biomaterial mechanical properties and cellular interactions"
DOI: 10.17632/jsxkzsknv3
title: Non-central Panorama Indoor Dataset

description: We present the first dataset of non-central panoramas for scene understanding. Our dataset is composed of 2574 images of different Atlanta and Manhattan virtual environments. We also provide Depth maps for each image as well as different labels of the structural lines to obtain the layout of the environments. 
This dataset can be used for scene understanding purposes, obtaining the layout and monocular depth estimation, as well as for evaluating geometrical solutions for non-central projection systems, since we provide 3D information of corners and lines of the environments and the images.
DOI: 10.17632/dcv885kzf2
title: In vivo two-photon calcium imaging dataset_Day 1

description: Two-photon calcium imaging was performed using resonant scanning two-photon microscopy (B-scope; Thorlabs, USA), and a Ti:Sapphire pulsing laser (Chameleon Ultra II, Coherent, USA) tuned to 920 nm. GCaMP6f fluorescence emission was isolated by a band-pass filter (525/50, Semrock, USA) and detected by a GaAsP photomultiplier tube (Hamamatsu, Germany). Images were acquired through a 20x water immersion objective (1.00 N.A.; Olympus, Japan) with a frame rate of 14.7 Hz (real-time averaging by 4) for bidirectional scanning at a resolution of 256 x 256 pixels (300 x 300 µm field of view) and controlled by ThorImageLS imaging software (version 2.4). In order to prevent light leakage from the VR displays into the microscope, a custom-made black foam ring was used between the microscope objective and the head-plate. Imaging and behavioral data were synchronized by custom-written code (MATLAB, MathWorks, MA, USA). Images were collected at a single L2/3 focal plane per animal at cortical depths between 120 and 180 µm, and the same RSC region was imaged across multiple days.
DOI: 10.17632/pkzcggkkxs
title: Splash erosion under different bedrock fissure ratios in karst slope with thin soil layers

description: This data present the splash erosion characteristics as affected by different bedrock fissure ratios in karst slope with thin soil layers.
DOI: 10.17632/66j6dymfxs
title: Analysis of Calcium Signals at the Nociceptive Terminals MATLAB script for Gershon, Negev et al, STAR Protocols

description: This MATLAB script is designed to analyze the changes in GCaMP6 fluorescence in nociceptive terminals following the application of noxious stimuli
DOI: 10.17632/s4vwtj8g28
title: The Identification and Classification of Implicit Speech Acts among  Chinese Children in the Middle Childhood

description: This study selected Chinese school-age children from 7-year-old to 13-year-old to investigate the characteristics of children’s speech act identification and classification ability. The study population was selected in a primary and a secondary school in Suzhou, Jiangsu Province, China. First of all, a pilot experiment has been conducted to compile the corpus that is applicable to children. After that, the identification task, sorting task and rating task was conducted to evaluate the developmental trajectory of Chinese children's perception ability on speech act.
DOI: 10.17632/jhjgpnxw9d
title: Tin isotope systematics in subduction zones_GCA 2025

description: This dataset provides tin isotope compositions (δ¹²²/¹¹⁸Sn) and concentrations for 26 arc lava samples from the Indonesian Sunda arc, measured using a double-spike method on MC-ICP-MS Neptune plus. The file also includes trace elemental concentration of reference materials BCR-2 and BHVO-1 measured by iCAP Q, major and trace element, and Sr and Pb isotope composition (from literature) of the Sunda arc samples, previous Sn isotope data of volcanic rocks from literature, previous studies on fluid-dominated arcs (Tonga, Izu and Mariana) and sediment-dominated one (Lesser Antilles) sourced from the Georoc database. This dataset supports the GCA manuscript "X Wang et al., 2025, Tin isotope systematics in subduction zones." and underpins interpretations regarding the role of mélange diapirs, deep fluids, and sediment melts in subduction-related magmatism.
DOI: 10.15468/dl.ym5art
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-0.0352 19.8496,-9.0352 19.8496,-9.0352 10.8496,-0.0352 10.8496,-0.0352 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012886-250525065834625/datasets/export for details.
DOI: 10.17632/29kw38kzwj
title: Battery Test Data (LiFePO4 18650 Rechargeable Cell 3.3V 1100 mAh, Panasonic NCR18650B 3400mAh, Murata VTC6 18650 3000mAh 15A)

description: The included tests were performed at the University of Malaya by Dr. Prashant Shrivastava (prashant.xev.ess@gmail.com). If this data is utilized for any purpose, it should be appropriately referenced. 
The tests can be used to test Machine Learning Algorithms, Non-Linear observers and Filters Kalman Filter based State of Charge / State of Energy algorithms, or to develop battery models, and are intended to be a reference so researchers can compare their algorithm and model performance for a standard data set. The test data, or similar data, has been used for numerous publications, including:

P. Shrivastava, T. K. Soon, M. Y. I. B. Idris, S. Mekhilef and S. B. R. S. Adnan, " Comprehensive Co-estimation of Lithium-ion Battery States (SOC, SOE, SOP), Actual Capacity and Maximum Available Energy for EV Applications” J. Energy Storage, vol. 56, p. 102704, Dec. 2022, https://doi.org/10.1016/j.est.2022.106049.

P. Shrivastava, T. K. Soon, M. Y. I. B. Idris, S. Mekhilef and S. B. R. S. Adnan, “Model-based SOX estimation of Lithium-ion Battery for Electric Vehicle Applications” Int J Energy Res. 2022; 46 (8): 10704- 10723. doi:10.1002/er.7874.

P. Shrivastava, T. K. Soon, M. Y. I. B. Idris, S. Mekhilef and S. B. R. S. Adnan, "Combined State of Charge and State of Energy Estimation of Lithium-Ion Battery using Dual Forgetting Factor-based Adaptive Extended Kalman Filter for Electric Vehicle Applications," in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2021.3051655. 

P. Shrivastava, T. K. Soon, M. Yamani Bin Idris and S. Mekhilef, "Lithium-ion Battery Model Parameter Identification Using Modified Adaptive Forgetting Factor-Based Recursive Least Square Algorithm," 2021 IEEE 12th Energy Conversion Congress & Exposition - Asia (ECCE-Asia), 2021, pp. 2169-2174, doi: 10.1109/ECCE-Asia49820.2021.9479079. 

P. Shrivastava, T. Kok Soon, M. Yamani Bin Idris, S. Mekhilef and S. Bahari Ramadzan Syed Adnan, "Lithium-ion Battery State of Energy Estimation Using Deep Neural Network and Support Vector Regression," 2021 IEEE 12th Energy Conversion Congress & Exposition - Asia (ECCE-Asia), 2021, pp. 2175-2180, doi: 10.1109/ECCE-Asia49820.2021.9479413. 


For the tests, brand new 18650 cells of different chemistries such as LFP, NCA, and NMC were tested under controlled temperature using ESPEC SU-241 temperature chamber with Neware BTS 4000 battery tester.
A series of tests, including drive cycles including DST, FUDS, UDDS, WLTP, US06; HPPC, and pulse (dis) charge test, were performed at four different temperatures.
DOI: 10.17632/6zsnhrds9t
title: Teeth or Dental image dataset

description: This dataset presents a comprehensive collection of 9,562 images of noncarious teeth from the maxillary and mandibular arches in different views from children aged 1 to 14 years of age. The views primarily taken are maxillary/ upper front, right, left and occlusal views and mandibular/ lower front, right, left and occlusal views. There are 8 subcategories in all, which contain images captured under controlled conditions and uploaded to the Mendeley repository. Given the focus on dental assessment and machine learning, this dataset likely includes categories relevant to both a dentist's examination and the data that a computer vision model would need to analyze machine learning algorithms. This could enable the clinician to assess patients with respect to dental problems at a faster rate and even remotely.
DOI: 10.17632/gpwpjvxkrh
title: Dataset for Atomistic simulations on liquid Mg-Sr alloys assisted with deep learning potential

description: This Dataset is for the paper "Atomistic simulations on liquid Mg-Sr alloys assisted with deep learning potential," including an example script, interatomic potentials, and training data.
DOI: 10.17632/dwb3y67ff3
title: Dynamic changes of carbon components in seasonally frozen ground during carbon mineralization

description: The dataset includes the cumulative amount of soil organic carbon mineralization under different temperatures during the mineralization process, as well as the activity of enzymes related to soil carbon cycling. These indicators were directly measured by the authors. Additionally, the dataset includes R code for plotting the cumulative mineralization graph and code for Structural Equation Modeling (SEM).
DOI: 10.17632/nfkkdz45rt
title: Dataset for Realtime Localization and Estimation of Loads on Aircraft Wings from Depth Images

description: This dataset is used in the following article published in MDPI Sensors journal: Realtime Localization and Estimation of Loads on Aircraft Wings from Depth Images ( https://doi.org/10.3390/s20123405 )
DOI: 10.17632/9byhsxtwsp
title: Data for: Importance of roadsides as conservation areas and landscape corridors for native and exotic species

description: The table provides the data used to generate Table 1, Figure 2 and Figure 3.
DOI: 10.17632/j6z527gt5b
title: CompressiveStrengthandPermeabilityofPerviousConcrete

description: This is the raw data of the results obtained from compressive strength and permeability tests conducted on pervious concrete specimens. The pervious concrete specimens were prepared by mixing sand, 43-grade OPC cement, and coarse aggregates, which come in two size ranges: 20mm to 13mm and 13mm to 3.75mm. The variations of pervious concrete are: 
1)Natural Aggregates used in conventional concrete replaced by Recycled Concrete Aggregate(RCA) at the proportions of 0%, 33.33%, 66.67% and 100%.
2) Cement in conventional concrete replaced by Brick dust at proportions of 0%, 8% and 16%.

These variations were introduced to study the impact of these material substitutions on the properties of pervious concrete.
DOI: 10.17632/sp4c25z8pn
title: Big data approach for effective ionic radii

description: Effective ionic radii are a useful tool for researchers in many disciplines. These radii are usually determined from interatomic distances and the values tabulated by Shannon and Prewitt are widely used since 1969. Here, we present a modern approach based on automated queries to materials databases followed by categorization and tabulation. This method is used to augment the available set of effective ionic radii by providing radii for missing anionic oxidation states and coordination numbers. Our approach proves to yield results that are consistent with known values for anions with well-established oxidation states. More exotic cases result in larger uncertainties due to the smaller amount of available structural data. Nevertheless, the provided estimates give reasonable values for cases that are untabulated at present. Furthermore, our approach is designed to continuously improve together with the growth of available databases. Furthermore, small tweaks of the presented application will allow us to also complement or revise ionic radii of cations. Thus, our approach is designed to update the old and useful concept of effective ionic radii, bringing it to modern days.
DOI: 10.17632/9y8fjy2vwt
title: Measurement on heated cable bundles consisting of identical cables to assess the effective thermal conductivity

description: To verify several methods to calculate effective thermal conductivities of cable bundles, measurements were done. The data set contains measured electrical resistances, currents, voltage drops measured temperatures (ambient, cable surfaces) of heated cable bundles with 3 to 19 identical rubber insulated cables. Because measured and calculated effective thermal conductivities differed, an new calculation method is developed and verified with the measured quantities. The developed Thermal Network model for cable bundles is given in PSpice code.
DOI: 10.17632/f6yrmkt7r8
title: Dataset de los instrumentos

description: BASE DE DATOS UTILIZADO PARA VALIDAR INSTRUMENTOS UTILIZADOS PARA RECOPILAR DATOS EN LA TESIS DENOMINADO “FACTORES SITUACIONALES Y SU RELACIÓN CON LOS TRANSTORNOS DEBIDO AL CONSUMO DE ALCOHOL EN ESTUDIANTES UNIVERSITARIOS DE LA ESCUELA PROFESIONAL DE INGENIERÍA ESTADÍSTICA E INFORMÁTICA DE LA UNIVERSIDAD NACIONAL DEL ALTIPLANO, PUNO”
DOI: 10.17632/pt8sh92g6m
title: Dataset for: The Price of Byproducts: Distinguishing Co-products from Waste using the Rectangular Choice-of-Technologies Model

description: This dataset include the both the scenario datasets and the Python and Julia code for the RCOT model with byproducts, associated with the publication "The Price of Byproducts: Distinguishing Co-products from Waste using the Rectangular Choice-of-Technologies Model" by Springer and Schmitt in Resources, Conservation, and Recycling. RCOT with byproducts is linear programming model based upon previous versions of RCOT and the World Trade Model. This version includes the option to specify byproducts for each sector and account for any byproducts that are not used as waste. It builds upon the RCOT model and includes bilateral trade.
DOI: 10.17632/r3xcj85wbp
title: Traffic Flow Data at Signalized Intersections in Uyo Metropolis

description: The data were collected simultaneously from sixteen signalized intersections in Uyo metropolis, over three days, peak morning and evening hours. The data were analyzed to determine the average delays for under-saturated and over-saturated traffic situations, The traffic data considered for each signalized intersections were number of vehicle arriving and leaving each signalized intersection, vehicles in queue at the start of cycle, average number of vehicle departing for a given pass time, effective green time and cycle length, location of the traffic lights and the affected direction of traffic flow. Performance indicators such as arrival rate, saturation flow rate, service rate, flow ratio, degree of saturation, and overall average delay were computed to evaluate traffic conditions and behavior. For under-saturated condition, degree of saturation (X) of traffic flow is less than 1 (X < 1), while degree of saturation greater than 1 (X ≥1) represents over-saturated traffic conditions.
DOI: 10.6084/m9.figshare.20400753.v1
title: Supplementary Material for: Association between Baseline NIHSS Limb Motor Score and Functional Recovery after Stroke: Analysis Based on a Multicountry Dataset

description: <b><i>Introduction:</i></b> Motor skills are the domains most often affected by stroke, but a comprehensive assessment of motor function is often impractical in the acute setting. It could be useful to have a brief simple tool allowing the stratification of patients at the time of inclusion in clinical studies. Hence, our primary objective was to evaluate whether the baseline NIH Stroke Scale limb motor score (b-NIHSS-LMS), obtained by summing the four motor items 5a to 6b of the NIHSS, is associated with functional recovery assessed by the modified Rankin Score (mRS). A secondary objective was to apply this new tool in the context of a clinical trial. <b><i>Methods:</i></b> The analysed population considered for this research included subjects from a large published, double-blind, multicentre trial, randomised to receive either a combination of various herbal and non-herbal components (MLC601) or placebo, administered within 72 h after an acute ischaemic stroke of intermediate severity (defined by baseline NIH Stroke Scale [b-NIHSS] score of 8–14). Associations between b-NIHSS-LMS and favourable outcome, i.e., mRS 0–1 at month 3, were evaluated using logistic regression adjusted for baseline covariates and study treatment. <b><i>Results:</i></b> The analysis included 533 subjects with an acute ischaemic stroke of intermediate severity assessed at month 3. Analyses showed that b-NIHSS-LMS was independently associated with a favourable outcome (OR 0.84; 95% confidence interval 0.76–0.92; <i>p</i> &lt; 0.0003) at 3 months. Furthermore, in the clinical study considered, a selection of patients based upon a sufficient level of motor impairment at study entry (b-NIHSS-LMS ≥3) would result in the detection of a more pronounced and longer-lasting treatment effect. Indeed, ORs of treatment effect versus placebo in the selected subgroup (b-NIHSS-LMS ≥3) were statistically significant from months 3–24. <b><i>Discussion/Conclusions:</i></b> As an independent association between b-NIHSS-LMS and functional recovery after an acute ischaemic stroke of intermediate severity was established in this study, we suggest that the b-NIHSS-LMS can be used as a stratification factor in large clinical trials to define a target population with poststroke motor impairments.
DOI: 10.17632/9zwh75gc5f
title: Energy and Alternative Energy ETFs

description: This data allows to calculate daily, overnight and intraday returns from 1 January 2013 to 31 December 2024 (amounting to 3,131 usable observations) of twelve Exchange Trade Funds, ETFs, six Energy ETFs and six Alternative Energy ETFs.
DOI: 10.17632/dtjz4hyb66
title: Guideline to introduce future with be going to.

description: This guideline explains how to teach the affirmative, negative and interrogative structures of the future with be going to tense.
DOI: 10.17632/7zh6xg22cv
title: ICEL-NMAR Earthquake Catalogue

description: The ICEL-NMAR Earthquake Catalogue, version 4, contains a list of MW ≥ 4 earthquakes during the period 1900-2023 in Iceland and the Northern Mid-Atlantic Ridge. The catalogue is described in the articles [1] and [2], and those who use it for scientific work are requested to cite (one of) those articles.

A selection criterion for inclusion in the catalogue is that an earthquake is listed in the ISC Bulletin Event Catalog or in the catalogue of Ambraseys and Sigbjornsson [3] and assigned an MW, MS or mb magnitude. Entries in the catalogue are marked ICEL1 (in the region 63°-67°N, 13°-25°W), ICEL2 (other events in 62°-68°N, 12°-26°W,) or NMAR (other events in 44°–75°N, 0°–40°W together with 67°–73°N, 0°–17°E; covering the Northern Mid-Atlantic Ridge). Events in the region ICEL1 have reassessed locations but other events have locations copied directly from the ISC catalogue. All events have reassessed magnitudes, including proxy MW obtained with regression.

[1] Kristján Jónasson, Bjarni Bessason, Ásdís Helgadóttir, Páll Einarsson, Gunnar B. Gudmundsson, Bryndís Brandsdóttir, Kristín S. Vogfjörd, and Kristín Jónsdóttir. A Harmonized Instrumental Earthquake Catalogue for Iceland and the Northern Mid-Atlantic Ridge. Accepted for publication in Earthquake Hazards and Earth System Sciences (manuscript preprint available on ESSOAr).

[2] Kristján Jónasson and Bjarni Bessason 2024. An earthquake catalogue for Iceland and the northern Mid-Atlantic Ridge 1900–2023. To appear in the 17th WCEE proceedings 2024.

[3] Nicholas N Ambraseys and Ragnar Sigbjornsson, 2000. Re-appraisal of the seismicity of Iceland. University of Iceland Earthquake Engineering Research Centre.
DOI: 10.17632/k375xp6r2v
title: Real-world evidence on atopic dermatitis: Baseline characteristics and predictors of treatment choice in the TARGET-DERM cohort: Supplemental Files

description: Supplemental material for "Real-world evidence on atopic dermatitis: Baseline characteristics and predictors of treatment choice in the TARGET-DERM cohort"
DOI: 10.17632/m78j7ctwhn
title: Pharma-safe Index Dataset

description: Pharma-safe Index Dataset is a dataset that contains information on drugs sold in Indonesia. The dataset consists of several drug data information in Bahasa Indonesia whose data structure has been adjusted so that it is easy to reuse. The information contained in this dataset is general drug data, usage rules, dosage, side effects, price, drug interactions, period of use, composition, contraindications. Data available in CSV and JSON format.
DOI: 10.17632/m8d45ykf9n
title: Brazilian Forensic Letter Dataset

description: The BFL database composed of 315 writers, three samples per writer, summing up 945 images. The motivation for using such database is the growing interest of the Brazilian forensic experts as well as the Brazilian Federal Police in writer veriﬁcation/identification . The samples were provided by undergraduate students inthree different sessions during one month. The texts werecollected on an A4 white sheet of paper with no pen-drawbaseline and then scanned in gray level with 300 dpi (3760 X 2448). Each writer was allowed to use his/her own pen, which means that several different pens were used. The text is concise (131 words) and complete in the sense that it contains all characters (letters and numerals) and certain character combinations of interest. This makes it suitable for text-dependent writer identiﬁcation as well. The image below shows the letter contents and a sample of the database.