cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kj4pve
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "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 ((9.7509 37.8496,8.9648 37.5879,8.9648 28.8496,17.9648 28.8496,17.9648 31.4107,15.9933 31.8399,15.7087 32.5876,15.3783 32.8575,13.447 33.3951,12.448 33.3201,11.5958 33.6971,11.3566 34.2292,11.7126 34.4306,11.838 34.8337,11.4958 36.0284,11.2722 36.2509,11.6203 36.7533,11.5006 37.3226,11.1934 37.5676,10.5795 37.5806,9.7509 37.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013093-250525065834625/datasets/export for details.
DOI: 10.17632/wnzc246cmw
title: Data for: Native Capillary Nanogel Electrophoresis Assay of Inhibitors of Neuraminidases Derived from H1N1 and H5N1 Influenza A Pandemics

description: These data are related to the following report: Laura N. Taylor, Lisa A. Holland, Makenzie T. Witzel. Native Capillary Nanogel Electrophoresis Assay of Inhibitors of Neuraminidases Derived from H1N1 and H5N1 Influenza A Pandemics, Analytical Chemistry, 2025
DOI: 10.6084/m9.figshare.25314841.v3
title: Multi-Region Marketing Mix Modelling (MMM) Dataset for Several eCommerce Brands

description: This dataset contains anonymised, multi-region marketing and purchase data for close to 100 eCommerce brands to support the advancement and benchmarking of Marketing Mix Modelling techniques. This dataset is suitable for modelling customer acquisition costs (CAC) and return on advertising spend (ROAS) for online-only purchases and digital marketing channels (currently limited to Google, Meta, and Tiktok).<br><br>Please review the data dictionary provided for further details. Depending on the level of interest and feedback, there is scope to expand this dataset to more brands and marketing channels in later versions, so please use proper citation!
DOI: 10.17632/jbwy5fjcdj
title: Zero-crossing Point Detection Dataset - Distorted Sinusoidal Signals

description: Zero-crossing point detection is necessary to establish a consistent performance in various power system applications. Machine learning models can be used to detect zero-crossing points. A dataset is required to train and test machine learning models in order to detect the zero crossing point.  Four datasets are developed for distorted sinusoidal signals. First dataset consists 4936 samples deduced from sinusoidal signals with 10%, 20%, 30%, 40% and 50% noise levels. Second dataset consists 4436 samples deduced from sinusoidal signals with 10%, 20%, 30%, 40% and 50% THD levels. Third dataset consists 3949 samples deduced from sinusoidal signals with 50% THD, and  noise levels 10%, 20%, 30% and 40%. Fourth dataset consists 3949 samples deduced from sinusoidal signals with noise levels 5%, 10%, 15% and 20%.These datasets can be helpful to the researchers who are working on zero-crossing point detection problem using machine learning models. All these datasets are created based on MATLAB simulations. Each dataset consists 4 input features called slope, intercept, correlation and RMSE, and one output label with the values either 0 or 1. 0 represents non zero-crossing point class, whereas 1 represents  zero-crossing point class.
DOI: 10.6084/m9.figshare.25572162.v1
title: Dynamics of the Prefrontal Cortex in the Interplay of Orienteering Experience and Cognitive Performance: An fNIRS Investigation-raw data.xlsx

description: The data in Table1 and Figure 1 are derived from the Non-specific (Novice) and Non-specific (Expert) data in the Supplementary Material raw data, comparing the behavioral performance of the High-Experience Expert Group with that of the Low-Experience Novice Group.Figures II and III on fnirs are derived from fNIRS (Novice) and fNIRS (Expert) data from the original data in the Supplementary Material, comparing cerebral oximetry characteristics of the highly experienced expert group with those of the inexperienced novice group.
DOI: 10.6084/m9.figshare.28525016.v1
title: 论文原始数据.dat.xlsx

description: 通过探究中国大学生低体育参与的原因，重点分析感知教师支持对体育学习投入的影响。采用随机分层取样方法，对来自中国18个省的5251名大学生进行调查。通过Stata和R软件分析样本的差异性及相关性。结果表明，学位类别在教师支持和体育学习投入上存在显著差异，而其他因素（如生源地、专业、性别和年级）在大多数情况下未显示出显著的均值差异。此外，教师支持与体育学习投入之间存在显著的正相关关系，即教师支持水平越高，学生在体育学习中的投入也越高。
DOI: 10.6084/m9.figshare.5471929.v1
title: A novel Ru/TiO2 hybrid nanocomposite catalyzed photoreduction of CO2 to methanol under visible light

description: A novel in situ synthesized Ru(bpy)3/TiO2 hybrid nanocomposite is developed for the photoreduction ofCO2 into methanol under visible light irradiation. The prepared composite was characterized by means ofSEM, TEM, XRD, DT–TGA, XPS, UV–Vis and FT-IR techniques. The photocatalytic activity of the synthesizedhybrid catalyst was tested for the photoreduction of CO2 under visible light using triethylamineas a sacrificial donor. The methanol yield for the Ru(bpy)3/TiO2 hybrid nanocomposite was found to be1876 μmol g−1 cat (ϕMeOH 0.024 mol Einstein−1) that was much higher in comparison with the in situ synthesizedTiO2, 828 μmol g−1 cat (ϕMeOH 0.010 mol Einstein−1) and the homogeneous Ru(bpy)3Cl2complex, 385 μmol g−1 cat (ϕMeOH 0.005 mol Einstein−1).
DOI: 10.17632/kt8fz8mrt9
title: Measurement data from sample plots characterizing three development stages of a subalpine spruce forest and describing the bird assemblages associated with them

description: Data on the characteristics of tree stands as well as the birds inhabiting them in the breeding and nonbreeding seasons were collected from a subalpine spruce forest in the Gorce National Park (Western Carpathians, Poland). Stand measurements were conducted on a total of 24 sample plots, with 8 plots established in each of the three studied forest development stages (mature, break-up, and growing-up) selected to represent successive phases of subalpine forest development. The study area designated for each stage was 30 ha. The three study areas exhibited development properties resulting from both biotic and abiotic factors. Tree stands were characterized in terms of the tree layer, saplings, and deadwood. The types of deadwood measured were: standing entire dead trees, snags, stumps, and downed deadwood. In the case of birds, the data included species composition and pair density in the breeding season or individual bird density in the nonbreeding season. Data on bird density are included in the article of the same title in the journal Data in brief in 2020. This article also includes data collection methodology.
DOI: 10.6084/m9.figshare.14933373.v1
title: EspF of Enterohemorrhagic Escherichia coli enhances apoptosis via endoplasmic reticulum stress in intestinal epithelial cells: an iTRAQ-based comparative proteomic analysis

description: The details of protein identification and quantification are shown in Table S1. The details and COG, KEGG function analysis of altered proteins within host cells after infection are shown in Table S2. The corresponding Gene Ontology function of all differentially expressed proteins are shown in Table S3. Table S4 shows the detailed results of protein-protein interaction analysis of differentially expressed proteins.
DOI: 10.6084/m9.figshare.20004278.v1
title: hive gas sensor data

description: Data format is EPOCH time, CO2 (ppm), relative humidity (%) and temperature (C).
DOI: 10.6084/m9.figshare.28726628.v4
title: Solving an inverse problem with generative models

description: This project contains the dataset used in the manuscript "Solving an inverse problem with generative models". The code and documentation for using this data set are available in the manuscript. See the preprint at https://doi.org/10.26434/chemrxiv-2025-nl9gl.
DOI: 10.6084/m9.figshare.8227346.v1
title: Effect of ZrB2 Particle Size on Pressureless Sintering of ZrB2 - ß-Sic Composites

description: ABSTRACT: Zirconium diboride is an ultra high temperature ceramic material that leads this emerging class of materials because of its distinct combination of properties, including high melting temperature (&gt; 3000 °C) and the lowest theoretical density (6.09 g·cm-3) among the borides. This combination of properties makes ZrB2 candidate for airframe leading edges on sharp-bodied reentry vehicles. In this work, the effect of particle size of ZrB2 on the pressureless sintering of ZrB2-SiC composites was studied, using ZrB2 powder with average particle size of 2.6 and 14.2µm. Four different vol% concentration of ß-SiC (0, 10, 20 and 30 vol%) were added to as-received and planetary milled ZrB2 powder. Samples were pressureless sintered at 2050 °C/1h in argon atmosphere. The reduction of initial ZrB2 particle size led to composites with better results of densification, mechanical properties and oxidation resistance regardless ß-SiC addition, showing relative densities around 92.5 %Theoretical Density (Td) and flexural strength and microhardness around 260 MPa and 17.5 GPa, respectively. Composites processed with as-received ZrB2 powder showed increasing in densification and flexural strength with the SiC content increasing. Relative density varied from 74.7 to 90.8 %TD and flexural strength from 102 to 241 MPa, for 0 and 30 vol% of SiC, respectively.
DOI: 10.17632/z9bm2ds8nv
title: Tumour Infiltrating Lymphocytes in Follicular Lymphoma - additional data 1

description: Part 1/10 Description provided in dataset linked below.
DOI: 10.6084/m9.figshare.4028607.v3
title: Sample classifications for RNAseq human PRJEB2445 in RefEx

description: A tab-separated values (TSV) file for RefEx_10-40_classifications_RNAseq_human_PRJEB2445
DOI: 10.17632/2wtfjhzb5k
title: Data for: Price Elasticities of Residential Electricity Demand: Estimates from Household Panel Data in Bangladesh

description: • The dataset used for the paper entitled “Price Elasticities of Residential Electricity Demand: Estimates from Household Panel Data in Bangladesh” is stored as in STATA (version14) .dta format and named as “finaldata_energyecon.dta”. All variables have their variable names labelled. • STATA do file named “Analysis_energyecon.do” can be used to produce the main regression results reported in Tables 3, 4, 5, and 6, as well as Figures 1 and 2 in the paper. • Matlab m file named “Policy_Simulations.m” can be used to produce the policy simulation results reported in Tables 9, 10, 11, and 12 in the paper. Note that the other four m files are “functions” that are required in the simulation analysis, and they have to be in the same folder with “Policy_Simulations.m.” Explanations about all the commands are included in each m file.
DOI: 10.6084/m9.figshare.17091077.v1
title: Supplementary Material for: The effect of intravitreal bevacizumab dose on retinal vascular progression in retinopathy of prematurity.

description: Introduction: In this study, we investigate the effect of drug dose on the progression of retinal vascularization in eyes treated with different doses of intravitreal bevacizumab (IVB). Methods: The patient charts of 259 eyes of 142 patients who were administered 0.3125 mg or 0.625 mg IVB as primary therapy for type 1 ROP or aggressive ROP (A-ROP) were retrospectively evaluated. Eighty-four eyes of 42 infants met all study inclusion criteria and underwent further morphological evaluation. Eyes treated with 0.3125 mg and 0.625 mg bevacizumab were grouped as the low dose and standard dose groups, respectively. Horizontal disc diameter (DD), optic disc-to-fovea distance (FD), and the length of temporal retinal vascularization (LTRV) were measured on pre-treatment photographs (PP) and final fluorescein angiography (FA) images. LTRV, measured in pixels, was converted to DD and FD units and analyzed. All PPs and FA images were captured with 130° PanoCam Pro camera. The difference between final LTRV and pre-treatment LTRV was defined as the difference of LTRV. The ratio of difference of LTRV to pre-treatment LTRV was defined as the rate of increase of LTRV. Results: Of the 255 eyes, re-treatment rate before 55 weeks postmenstrual age (PMA) was 23% in the eyes treated with 0.3125 mg IVB and 19% in the eyes treated with 0.625 mg IVB (p = 0.362). Of the 42 infants included for further morphological evaluation, the median age at the time of treatment was 36 (35-38) weeks PMA, and the median age at the time of FA imaging was 66 (62-75) weeks PMA. While the difference of LTRV by unit of DD was higher in the low dose group (p=0.017), this difference was similar between groups by unit of FD (p=0.412). The ratio of the increase of the LTRV was similar between groups by units of DD and FD (p=0.081, p=0.390; respectively). The FD/DD ratio was 4.13 ± 0.49 and 3.26 ± 0.33 at the pre-treatment and final sessions, respectively (p=0.000). Conclusion: The ratio of FD to DD decreased significantly with increasing age. The additional treatment rate and progression of retinal vascularization by unit of FD were similar between the groups. The difference of LTRV by unit of DD was higher in the low dose group. The usage of different formulas and methods may affect the evaluation of the progression of retinal vascularization.
DOI: 10.6084/m9.figshare.20363197.v8
title: Efficacy and safety of vutrisiran for patients with hereditary transthyretin-mediated amyloidosis with polyneuropathy: a randomized clinical trial

description: The study objective was to assess the effect of vutrisiran, an RNA interference therapeutic that reduces transthyretin (TTR) production, in patients with hereditary transthyretin (ATTRv) amyloidosis with polyneuropathy. HELIOS-A was a phase 3, global, open-label study comparing the efficacy and safety of vutrisiran with an external placebo group (APOLLO study). Patients were randomized 3:1 to subcutaneous vutrisiran 25 mg every 3 months (Q3M) or intravenous patisiran 0.3 mg/kg every 3 weeks (Q3W) for 18 months. HELIOS-A enrolled 164 patients (vutrisiran, <i>n</i> = 122; patisiran reference group, <i>n</i> = 42); external placebo, <i>n</i> = 77. Vutrisiran met the primary endpoint of change from baseline in modified Neuropathy Impairment Score +7 (mNIS+7) at 9 months (<i>p</i> = 3.54 × 10<sup>−12</sup>), and all secondary efficacy endpoints; significant improvements versus external placebo were observed in Norfolk Quality of Life-Diabetic Neuropathy, 10-meter walk test (both at 9 and 18 months), mNIS+7, modified body-mass index, and Rasch-built Overall Disability Scale (all at 18 months). TTR reduction with vutrisiran Q3M was non-inferior to within-study patisiran Q3W. Most adverse events were mild or moderate in severity, and consistent with ATTRv amyloidosis natural history. There were no drug-related discontinuations or deaths. Vutrisiran significantly improved multiple disease-relevant outcomes for ATTRv amyloidosis versus external placebo, with an acceptable safety profile. NCT03759379
DOI: 10.6084/m9.figshare.25526362.v1
title: Microclimate of large solitary trees along rural-to-urban gradients across Europe

description: Contributions of large solitary trees to biodiversity and ecosystem functions across Europe.
DOI: 10.6084/m9.figshare.27901317.v2
title: SUPPLEMENTARY DATA Walter et al (2025) - Expanded phylogeny elucidates <i>Deinosuchus </i>relationships, crocodylian osmoregulation and body-size evolution

description: Transmarine distribution and gigantism in the Late Cretaceous North American crocodyliform <i>Deinosuchus</i> has been difficult to reconcile with consistently inferred phylogenetic relationships to alligatorids, an otherwise freshwater and smaller-bodied group. We present an expanded phylogeny with increased spatiotemporally coherence that reinterprets species of <i>Deinosuchus</i> as stem-group crocodylians together with further putative alligatoroids, <i>Leidyosuchus canadensis</i> and the European <i>Diplocynodon</i> spp. (closely related to North American <i>Borealosuchus</i>). The novel topology elucidates the evolution of osmoregulation in Crocodylia and its close relatives by inferring plesiomorphic saltwater tolerance for <i>Deinosuchus</i> and the crown-group as well as secondary loss already in stem-group alligatorids. Divergence of Alligatoroidea coincided with extreme mid-Cretaceous sea level highs and the distribution of <i>Deinosuchus</i> across the Western Interior Seaway can be best explained by marine dispersal. Phylogenetic body-length analysis using a head-width proxy reveals phyletic dwarfism early in alligatoroid evolution and a reasonable total length estimate for the most complete specimen of <i>Deinosuchus riograndensis</i>. We find that gigantism in crocodyliforms is correlated with high-productive extensive aquatic ecosystems in the present and the past.
DOI: 10.6084/m9.figshare.4138422.v1
title: Plant-mediated interactions between Tetranychus evansi and T. urticae spider mites - suppression test 3.

description: We infested all leaflets of the 3<sup>rd</sup> leaf of 28-days old tomato plants (<i>Solanum lycopersicum</i> var Santa Clara) with spider mites in three treatments: (1) 20 two to four days old adult <i>Tetranychus evansi</i> Viçosa-1 females, (2) 10 two to four days old adult <i>Tetranychus urticae</i> Santpoort-2 females, or (3) no infestation. These treatments lasted two days, after which we removed mites, eggs and web, and cut up to 10 leaf discs per plant from the previously infested leaflets. Then, we placed two to four days old adult <i>Tetranychus evansi</i> Viçosa-1 females individually on each leaf disc, and counted the number of eggs of each leaf disc after two and five days. These experiments were carried out in a greenhouse.
DOI: 10.17632/28c72kzvtw
title: Data for: Flexible La1.5Sr0.5NiO4/Poly(vinylidene fluoride) Composites with an Ultra High Dielectric Constant: A Comparative Study

description: Experimental data
DOI: 10.17632/4whpm32y47
title: Entity Resolution Benchmark Datasets

description: This collection of contains real and synthetic data benchmark datasets along with their complete golden standard (i.e., groundthruth of duplicate entities) for assessing the performance of various end-to-end ER workflows using JedAI.
DOI: 10.17632/s4d95r62nz
title: Mixing and whipping device based on a piston crank-slider mechanism

description: The device for mixing and whipping based on a piston crank-slider mechanism operates in the rotational mode of the drive link. With minimal engine power, the piston with the slider rises up, the connecting rod slows down, and after bypassing the engine shaft (crank), the connecting rod and the piston with the slider moves downwards at an accelerated rate. The force of the piston's interaction with the liquid was measured by a CALL DYLY-103 force load cell, which was integrated into the slider and connected to the ZET 058 strain gauge station and then to a computer. Using the ZETLAB software, oscillograms of the forces acting on the slider were obtained for various modes of operation of the prototype mixing-whipping device. According to the obtained oscillograms of forces, the maximum forces of interaction of the piston with the liquid for various modes were estimated. The linear acceleration of the slider was measured using a ZET 7052-N digital accelerometer, which is connected to a computer via the ZET 7076 interface. Using the filtering program, the linear velocity of the slider was obtained, which was recalculated through the transfer function of the device into the angular velocity of the crank.
DOI: 10.6084/m9.figshare.20749171.v1
title: Supplementary Material for: Upregulation of miRNA-26a enhances the apoptosis of cerebral neurons by targeting EphA2 and inhibiting the MAPK pathway

description: Neural tube defects (NTDs) constitute the second most common congenital malformation of the central nervous system. The pathogenesis of NTDs is not entirely clear. In recent years, microRNAs have become a hot spot in genetic and developmental biology research. The present study aimed to explore the potential role of microRNA (miRNA)-26a in NTDs and the underlying pathogenesis thereof. First, we found significantly increased miRNA-26a expression in fetuses with NTDs (p&lt;0.0001), which significantly downregulated EphA2 and ERK1 mRNA and protein expression levels in fetuses with NTDs compared to normal controls (p&lt;0.01). In addition, dual-luciferase reporter assay showed that miR-26a negatively regulated EphA2 by directly binding with the 3'-untranslated region of EphA2. Second, upregulation of miRNA-26a expression increased caspase 3 and 9 protein expression levels (p&lt;0.01); and decreased EphA2 mRNA and protein expression levels (p&lt;0.01), as well as ERK1 and SRF protein expression levels (p&lt;0.01) in mouse neural stem cells (NE-4C) and human astroblastoma cells (U87MG). Furthermore, the upregulation of miRNA-26a inhibited cell proliferation and enhanced apoptosis of NE-4C and U87MG cells (p&lt;0.05). Similar results were observed with the MAPK inhibitor PD98059 (p&lt;0.01). These results suggest that miR-26a downregulates EphA2 to regulate SRF through the MAPK pathway, which affects nervous system development miR-26a targets EphA2, modulates phosphorylation of MAPK/ERK(MEK) pathway, regulates SRF, and participates in regulating nervous cell proliferation and apoptosis. Dysregulation of the aforementioned mechanism may be involved in the pathogenesis of NTDs.
DOI: 10.6084/m9.figshare.21856818.v2
title: Curvature in Gastrocnemius Muscle Fascicles in Humans

description: The given data supports the findings of the Democles study in which fascicle curvature of gastrocnemius muscles in humans has been investigated. The data set contains processed data of ultrasound image analysis. The data set is given as .Rdata and .csv file but it is recommended to use the .Rdata file to avoid formatting issues. Another .pdf file is included, containing the model summaries of the Linear Mixed Models used for statistical analysis.
DOI: 10.6084/m9.figshare.22197142.v1
title: SD_FIG2.xlsx

description: Wearable modulus measurement source data of Figure 2.
DOI: 10.6084/m9.figshare.28718894.v1
title: Complete data of "Impact of dimethyl fumarate on orthodontic tooth movement and bone microstructure: An experimental study on rats".

description: The attached file contains all the raw data for the manuscript titled "Impact of dimethyl fumarate on orthodontic tooth movement and bone microstructure: An experimental study on rats".
DOI: 10.6084/m9.figshare.20145209.v1
title: Cirrhosis data

description: Data were originally published by Qin et al., 2014 (DOI: 10.1038/nature13568) and were downloaded from the ML repo (https://github.com/knights-lab/MLRepo, accessed on 27/01/2021). <br> The data set consists of 130 stool samples from cirrhotic and healthy individuals, from which Qin et al. extracted gDNA and sequenced it via an Illumina HiSeq sequencer. They profiled metagenomes with BURST and Prokaryotic RefSeq Genomes. The downloaded taxonomic profiles consisted of read counts for taxonomic levels not collapsed at coarser level (i.e., if a read count had been assigned to the species level, the number of count of the genus was not indicated). Consequently, we calculated the read counts for each taxonomic level by summing read counts of all species in the clade. Relative abundances were then normalized per the total number of reads to obtain relative abundances. Taxa were filtered using a progressive threshold as described in our paper (https://www.biorxiv.org/content/10.1101/2022.01.03.474763v1). <br> ------------------------------------------------------ <br> Cirrhosis_X: relative abundances of human gut microbiome of individuals with/without cirrhosis <br> Cirrhosis_y: labeling of healthy and cirrhosis individuals <br>
DOI: 10.6084/m9.figshare.28034258.v1
title: Data for Figures - Davies & Wright 2025 - Alfvénic Wave Propagation in a Dipole Magnetic Field.

description: Data to reproduce figures from Davies and Wright for submission to Physics of Plasma 2025Alfvénic Wave Propagation in a Dipole Magnetic Field.IDL Save files to reproduce these plots from the paper. Use the 'restore' command to read in the data.