cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7562435.v3
title: Efficacy of heavy eccentric calf training for treating mid-portion Achilles tendinopathy: a systematic review and meta-analysis.

description: Murphy MC, Travers MJ, Chivers P, Debenham JR, Docking SI, Rio EK & Gibson W. Efficacy of heavy eccentric calf training for treating mid-portion Achilles tendinopathy: a systematic review and meta-analysis. 2019; In Press
DOI: 10.17632/z8yhd3sj23
title: Isochromatic-art: a computational dataset for digital photoelasticity studies.

description: Importance of evaluating the stress field of loaded structures lies in the need of identifying the forces which make them fail, redesigning their geometry to increase the mechanical resistance, or characterize unstressed regions to remove material. In such work line, digital photoelasticity highlights by the possibility of reveal the stress information through isochromatic color fringes, and quantifying it through inverse problem strategies. However, the absence of public data with a high variety of spatial fringe  distribution have limited developing new proposals which generalize the stress evaluation in a wider variety of industrial applications. This dataset shares a variated collection of stress maps and their respective representation in color fringe patterns. In this case, the data were generated following the computational strategy in [1], but assuming stress surfaces and patches derived from analytical stress models, 3D reconstructions, saliency maps, and superpositions of Gasussian surfaces. At total, two sets of ‘101430’ raw images were separatelly generated for stress maps and isochromatic color fringes, respectively. This dataset can be valuable for researchers interested in characterizing the mechanical response in loaded models, engineers in computer science interested in modeling inverse problems, and scientist who work in physical phenomena such as 3D reconstruction in visible light, bubble analysis, oil surfaces, and film thickness.
DOI: 10.6084/m9.figshare.23929695.v1
title: Data from: A Before-After Control-Impact experiment reveals that culling reduces the impacts of invasive deer on endangered peatlands

description: Code and datasets used to analyse sambar deer abundance and impacts on alpine peatlands in Alpine National Park, Victoria, Australia
DOI: 10.6084/m9.figshare.24948282.v1
title: PG-data

description: This study introduces a novel approach for the early detection of induced colic in horses through the use of accelerometer devices. By inducing transient colic in experimental mares and collecting accelerometric data, we developed a multi-phase strategy to identify episodes of colic and categorize their severity. The model utilizes both behavioral and activity index characteristics to detect the presence of colic and assess its severity. Our results demonstrate high accuracy in distinguishing between normal and pain-related behaviors, offering significant potential for non-invasive, continuous monitoring of horse health, and potentially faster, more effective treatment of colic. The main limitation is the inclusion of a limited number of horses with severe pain-related behaviors in the dataset.
DOI: 10.6084/m9.figshare.25816303.v3
title: Schizocardium californicum

description: The genome sequence and annotation files of<i> </i><i>Schizocardium californicum</i>
DOI: 10.15468/dl.kedj6p
title: Occurrence Download

description: A dataset containing 71643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla anserina L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 71643 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013327-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mcswckj5wd
title: TMC1 and TMC2 proteins are pore-forming subunits of mechanosensitive ion channels. Jia et al

description: Respective data including images, electrophysipogical recoding data (.abf) and statistics (GarphPad) for the paper titled "TMC1 and TMC2 proteins are pore-forming subunits of mechanosensitive ion channels".
DOI: 10.21942/uva.12443468.v1
title: Metadata: Regional Eurostat Variables For Understanding Piracy Of Books

description: The long-form description can be found here:<br><br>The actual data can be found here:<br>10.21942/uva.12443465<br><br><br>
DOI: 10.6084/m9.figshare.21741347.v1
title: Environmentally friendly urban development: changes in decision-makers’ attitudes, problem perceptions and policy preferences over three decades

description: This paper investigates changes in decision-makers’ attitudes toward environmentally sustainable urban development in selected Norwegian urban settlements between 1991 and 2020. Changes in general environmental attitudes, problem perceptions and policy preferences concerning urban development are analyzed based on a survey conducted three decades apart in the same case areas among similar samples of decision-makers. The results show a general picture of some mainstreaming of environmental concern, environmentally friendly attitudes and positive attitudes toward measures supporting nature and climate friendly urban development. At the same time, there has been an increased divide between the political left and the political right in their attitudes toward environmental issues in general, as well as toward environmentally sustainable urban development. The results point to a widening gap between environmental attitudes and problem perceptions on the one hand, and the physical reality of escalating crises in the natural world.
DOI: 10.6084/m9.figshare.26410744.v1
title: UCR Time Series Anomaly Detection datasets (2021)

description: This provides the UCR Time Series Anomaly Detection datasets [1] publicly available on this webpage. This dataset repository is created to ensure the version of the dataset used in the TimeVQVAE-AD paper [2].<b>References</b><br>[1] Keogh, Eamonn, et al. "Multi-dataset time-series anomaly detection competition." <i>ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. https://compete. hexagonml. com/practice/competition/39</i>. 2021.<br>[2] Lee, Daesoo, Sara Malacarne, and Erlend Aune. "Explainable time series anomaly detection using masked latent generative modeling." <i>Pattern Recognition</i> (2024): 110826.
DOI: 10.6084/m9.figshare.5121238.v1
title: Supplementary Material for: Effects of Antenatal Steroid Therapy on Neurodevelopment in an IUGR Mouse Model

description: <i>Background/Objective:</i> To investigate the neurodevelopmental response in postnatal mice secondary to antenatal steroid treatment in association with maternal protein restriction. <i>Methods:</i> C57BL/6N pregnant mice (n = 24; 4 per treatment group) were administered control (C) or protein-restricted (PR) diets and subjected to daily subcutaneous injection stress during late gestation (E10–E17) with either 100 µl/kg of dexamethasone sodium phosphate in normosaline (C-D/S, PR-D/S) or normosaline alone (C-S, PR-S). Non-treatment groups were also included (C, PR). Brain samples of pups were collected on postnatal day 7 and analyzed by immunohistochemistry and qRT-PCR. <i>Results:</i> Neonatal weights in the treatment groups were smaller than their counterparts in the C group, but there were no significant differences in brain size. Immunohistochemical evaluation of neuroglial cells revealed a pronounced effect of protein restriction on oligodendrocytes and oligodendrocyte precursor cells with distinct fetal responses to stress and dexamethasone. Further evaluation using quantitative RNA analysis showed significant activation of <i>Galr1</i>, <i>Galr2</i>, <i>Igfbp-1</i>,<i> Igfbp-3</i>, <i>Igfbp-6</i>, and <i>Fgf2</i> by 1- to 2.5-fold in the PR-D/S group and by much higher increments, 1- to 10.5-fold, in the PR-S group. <i>Conclusion:</i> This preliminary investigation revealed the possible role of dexamethasone in further increasing vulnerability to cell damage in injury-prone neuroglial cells. The distribution of key glial markers and the overexpression of several neurotrophic factors depicted ongoing cellular adaptation.
DOI: 10.17632/cn9j8wtndj
title: Methyl group dynamics in TIM9·10/Ggc1 complex and TIM9·10 (apo) from NMR 3Q relaxation data; data and analysis scripts

description: Methyl group dynamics data for TIM9·10 in apo and Ggc1-bound form. See figure 6A of manuscript "Structural Basis of Membrane Protein Chaperoning Through the Mitochondrial Intermembrane Space" by Weinhäupl et al, Cell.
DOI: 10.17632/j43fkg8vjt
title: DiffExp, a Mathematica package for computing Feynman integrals in terms of one-dimensional series expansions

description: DiffExp is a Mathematica package for integrating families of Feynman integrals order-by-order in the dimensional regulator from their systems of differential equations, in terms of one-dimensional series expansions along lines in phase-space, which are truncated at a given order in the line parameter. DiffExp is based on the series expansion strategies that were explored in recent literature for the computation of families of Feynman integrals relevant for Higgs plus jet production with full heavy quark mass dependence at next-to-leading order. The main contribution of this paper, and its associated package, is to provide a public implementation of these series expansion methods, which works for any family of integrals for which the user provides a set of differential equations and boundary conditions (and for which the program is not computationally constrained). The main functions of the DiffExp package are discussed, and its use is illustrated by applying it to the three loop equal-mass and unequal-mass banana graph families.
DOI: 10.6084/m9.figshare.18587321.v1
title: Pollen dataset

description: Pollen73S + 2 more classes
DOI: 10.6084/m9.figshare.24224674.v2
title: <b>High-Resolution (1km) Data of Groundwater Level Changes from 2003-2020 for Indus Basin</b>

description: This high-resolution groundwater data is a result of a comprehensive study aimed at addressing the challenges posed by the spatial and temporal limitations of groundwater monitoring. The data covers the Indus Basin from 2003 to 2020, providing biannual (July and Oct) estimates of groundwater level (GWL) changes. To overcome the data gaps, we employed a cutting-edge approach that combines machine learning, local covariates, and exiting piezometers GWL data. The geographically weighted random forest (RFgw) model, a hybrid machine learning model, was the primary tool used to generate high-resolution (1 km2) and temporally continuous GWL estimates. The accuracy and reliability of this data have been rigorously assessed. This dataset is not limited to monitored sites but extends to unmonitored locations, offering valuable insights into GWL changes in regions without in-situ measurements. The incorporation of high-resolution covariates into the RFgw model allowed for reliable estimates of GWL changes at unmonitored sites.<br>Readers can refer to the following publication for more details on the methods.Arshad, A., Mirchi, A., Vilcaez, J., Akbar, M.U. and Madani, K., 2023. Reconstructing high-resolution groundwater level data using a hybrid random forest model to quantify distributed groundwater changes in the Indus Basin. <i>Journal of Hydrology</i>, p.130535.
DOI: 10.17632/4rw7ssp3y8
title: Dataset: Habitat Use by Iberian Harbour Porpoises: Ecological and Human Factors

description: Data collected from 195 daily boat surveys spanning eight years along the north-western coast of Spain, we observed 287 harbour porpoise groups comprising 1383 individuals.
DOI: 10.6084/m9.figshare.25679331.v1
title: REE classifier

description: A matlab based machine learning algorithm for REE sensing
DOI: 10.17632/cgxsbcsx35
title: BENGALI LITERATURE'S EVOLUTION UNDER MUSLIM RULE IN BENGAL: HISTORICAL AND CULTURAL PERSPECTIVES

description: Bengal's history dates back to ancient times, with various dynasties and a diverse population. The term "Bangala" originated from a non-Aryan tribe, and the region was populated by Aryans during the post-Vedic era. The arrival of Muslims and a diverse amalgamation of racial groups contributed to its ethnically heterogeneous composition. The Islamic system of education and the Persian language played a significant role in Bengal's development. The Ancient Indian Aryan Language Period, from 1250 B.C. to 500 B.C., saw the spread of Sanskrit and the development of Prakrit. Bengali language and literature can be traced back to Apabhramsha, with the first known instance dating back to Charyyagitika. The Senas, who followed Brahmin culture and Hindu religion, disrupted the Bengali language's trajectory due to the decline of the Pala dynasty, the Senas' ascendance, and the destruction of Buddhist monuments. Muslim invasion in Bengal facilitated the development of Bengali literature, with the Rikhta Style being created by saint-poet Nur Kutb-i Alam. During Muslim rule, Bengali literature experienced significant development and reputation, with local poets and musicians producing diverse works in Bengali, drawing inspiration from Perso-Arabic and indigenous sources. The Romantic, Dobhasi, Heroic, Elegiac, and Mystic traditions also played significant roles in shaping Bengali literature.
DOI: 10.6084/m9.figshare.19383251.v3
title: Acacia-ant long-term removal field experiment (Mpala)

description: Accompanying data for submitted manuscript by Milligan et al. regarding the carbon- and water-related benefits associated with each of 4 competitive ants occupying <em>Acacia drepanolobium</em> host plants in black cotton savanna at Mpala Research Centre, Laikipia, Kenya. <br> Note: Recent upload corrects a typo in which the second "6AB" entry for the ABControl group has now been corrected to AB5.
DOI: 10.6084/m9.figshare.25835770.v2
title: ULT1-Flag ChIP-seq data

description: ULT1-Flag binding ChIP-seq data. Two samples and one negative control.
DOI: 10.17632/p7vdjx79jy
title: 20230929_Nurzec_River_Dataset

description: Data used to analyse the sources of heavy metals transported via suspended sediments and to assess their content within the soils of the small agricultural catchment. Data was collected from Nurzec River catchment. Data contains concentrations of heavy metals in soils and suspended sediments. Samples were collected in period August 2021 - August 2022. Files contains Excel spreadsheet with database of data and a shapefile presenting location of sampling sites (EPSG:2180 coordinate system).
DOI: 10.17632/twwdh3gkt8
title: Supplemental: A Cross-sectional Analysis of Specialty Clinics and Subspecialty Training Among Dermatology Programs

description: Supplemental material for "A Cross-sectional Analysis of Specialty Clinics and Subspecialty Training Among Dermatology Programs"
DOI: 10.17632/j2nksx4y36
title: SmacDIABLO_hplc
DOI: 10.17632/ycpfwgf2dx
title: Whatever it takes to understand a central banker

description: Replication Code for Whatever it takes to undestand a Central Banker

Dictionary approaches are at the forefront of current techniques for quantifying central bank communication. This paper proposes **embeddings**—a language model trained using machine learning techniques—to locate words and documents in a multidimensional vector space. 

To accomplish this, we gather a text corpus that is unparalleled in size and diversity within the central bank communication literature, as well as introduce a novel approach to text quantification from computational linguistics. 

The combination of both allows us to provide high-quality, central bank-specific textual representations and demonstrate their applicability by developing an index that tracks deviations in the Fed's communication towards inflation targeting. 

Our findings indicate that these deviations in communication significantly affect market expectations and impact monetary policy actions, substantially reducing the inflation response parameter in an estimated Taylor Rule.
DOI: 10.6084/m9.figshare.12805292.v1
title: Graphpad Prism files for Swelling Manuscript

description: All the graphpad prism files used in analysis and figure generation for the swelling manuscript.
DOI: 10.17632/9335ry57tx
title: Field data

description: Data collected by the Laboratory of Insect Biology of the Entomology and Acarology Department, Luiz de Queiroz College of Agriculture, University of São Paulo (USP-ESALQ)
DOI: 10.17632/h7vt2n5sp6
title: Data for: Vertical Interlock and Stock Price Crash Risk

description: This data is from CSMAR and WIND
DOI: 10.17632/nsts8wvj6v
title: Ana Cristina Marín Marín

description: La formación de usuarios, la alfabetización informacional y la gestión de proyectos desde las bibliotecas universitarias y otras.
DOI: 10.6084/m9.figshare.22361770.v1
title: Supplementary Material for: Ultra-wide field optical coherence tomography in transvitreal and subretinal fibrinoid syndrome: a case report

description: Introduction We report a case of fibrinoid reaction after diabetic vitrectomy surgery. Clinical course, management and multimodal imaging including evaluation with ultra-wide field optical coherence tomography (OCT) will be reported. Methods A case report of a male patient with severe fibrinoid reaction with both intravitreal fibrin bands and subretinal fibrin and fluid following vitrectomy for diabetic retinopathy. He was managed with intravitreal injection (IVI) of tissue plasminogen activator (TPA), followed by fluid-air exchange and air-fluid exchange to remove the fibrin degradation product 2 days later. About 1 millimeter air was left inside the vitreous cavity for air tamponade to displace the remains of subretinal fibrin with another IVI of 25 µg TPA at the mean time. Posterior subtenon and suprachoroidal injection of triamcinolone was performed during the course. Results OCT including ultrawide field OCT showed transvitreal fibrin bands, subretinal fibrin, as well as subretinal fluid in the right eye. The degradation of intravitreal fibrin bands, as well as decrease of subretinal fluid were noted 2 days after intravitreal TPA and suprachoroidal injection of triamcinolone acetonide. The subretinal fibrin was subtotally reabsorbed and displaced after repeated injection of TPA and air tamponade another 1 week later. Subsequent follow up showed complete resolution of subretinal fibrin and subretinal fluid as well as improved visual acuity. Conclusion We describe a case of fibrinoid reaction after vitrectomy for diabetic retinopathy which was successfully treated. Wide-field OCT may also be used to assist in the recognition of this complication.
DOI: 10.6084/m9.figshare.29175788.v1
title: Silicone_deepUV_Paper_data_VM.xlsx

description: Data underlying select figures in the paper "Soft silicone stiffness modulation with deep UV as characterized using nanoindentation"
DOI: 10.17632/wkmjy9797k
title: Effects of caffeine ingestion and PAP on squat jump performance in male goalkeepers

description: This is the raw data for the study entitled: Effects of caffeine ingestion and post-activation potentiation on squat jump performance in male goalkeepers
DOI: 10.6084/m9.figshare.14267342.v1
title: Reticulitermes speratus genome assembly

description: Rspe_genome.assembly.fasta.gz -- Genome assembly of Reticulitermes speratus in FASTA format.
DOI: 10.6084/m9.figshare.22151648.v1
title: Alternative splicing analysis results

description: The results of differential splicing analysis using rMATS upon comparing the SHW lines with their tetraploid and diploid parents is given.
DOI: 10.6084/m9.figshare.29094329.v1
title: Table 6. Articles based on country of origin.xlsx

description: "Employability Skills" Article Findings in 2024
DOI: 10.6084/m9.figshare.6378302.v1
title: Bicycle Irrigation Pump, CAD of the First Prototype's Gearbox

description: This is CAD drawing of a gearbox to go between the bicycle and a Pedrollo HF50B centrifugal pump. The drawing is using SketchUp software. Note that the features are a scale 10x larger than the actual gearbox.
DOI: 10.17632/945sjw7b2t
title: Data for measuring electricity security risks

description: This dataset provides annual measurements of the composite index of electricity security risks (MESRI) for countries of the world (for which data is available). It also provides annual series of the different indicators used for the calculation of such index: the governance index (GI), the ratio of growth of the rate of access to electricity in urban area to growth of urbanization rate (RUB), the transformed share of renewable electricity in total supply (RRE), the rate of electricity supply self-sufficiency (ESS), the rate of electricity supply efficiency (ESE), the share of GDP per capita not dedicated to cover the cost of electricity supply (RNEEX), GDP per capita expressed as percentage of the world average GDP per capita (RGDPcW), the rate of access to electricity (RACE).
DOI: 10.17632/j9773cyr3k
title: NIR-SC-UFES: A portable NIR spectral dataset to skin cancer in vivo

description: In recent advancements, computer-aided diagnostic (CAD) for skin lesions using images and metadata has grown, yet it lacks details on lesion molecular structure. NIR spectroscopy offers unseen insights for CAD. Given skin cancer's severity and the need for early detection, the absence of public datasets hampers machine and deep learning (MDL) applications in spectroscopy. Addressing this gap, UFES's Dermatology Assistance Program developed the NIR-SC-UFES dataset, capturing 714 NIR spectra spanning benign conditions and skin cancers. This resource aims to empower researchers in AI and Chemometrics for enhanced automated skin cancer diagnosis.
DOI: 10.17632/m7p3y37d32
title: Comparison of cardiorespiratory fitness and heart rate responses in normal weight smoker and non smoker overweight & obese subjects: A pilot study

description: Smoking and obesity both are major contributing factor for developing morbidity and mortality affecting majority of population. Heart rate(HR) responses during or after exercise may lead to manifestation of cardiovascular diseases.. The purpose of this study was to compare the cardiovascular fitness and heart rate responses in normal weight smoker and non smoker overweight & obese subjects. Methods: A total of 30 subjects aged 18-35 years were selected on the basis of smoking history, body mass index, waist circumference and waist hip ratio and divided into normal weight smoker(n=15) and non smoker overweight & obese (n=15) groups . After baseline assessment resting heart rate was recorded and then all subjects underwent Rock port 1 mile test and then heart rate was recorded upto 5 minute of recovery period. Cardiorespiratory fitness was calculated in both groups. Then heart rate responses and cardiorespiratory fitness were compared in both the groups.