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Table 2: Reliability Indexes of the Measures Used in Grade Three
<p>The procedures of lexical instruction and vocabulary testing continued up to the end of the<br> course when the book content was exhausted. Lastly, near to the end of the academic year, the<br> students took the End of the Course Achievement (ECA) exams (See Appendix 3) the major<br> objectives of which were to make a holistic assessment concerning the achievement of the prespecified<br> course objectives. These tests are usually designed, standardized, and administered either<br> directly by the central offices of the Ministry of Education, or indirectly by the teachers at the local<br> schools. However, no matter who develops them, they follow a uniform scheme or format which is<br> mandated by the officials of the Ministry of Education.<br> The reliability indexes obtained from the batteries utilized in the study are presented in<br> Tables 2</p>
Table 1: The Number of Words and Lessons in Book Three
<p>Three hundred and thirty three lexical items included in the English textbook, namely,<br> Birjandy, P. & Norouzi, M. & Mahmoody, G. (2004). English Book Three, which is routinely<br> assigned by the Ministry of Education for EFL teaching in Iranian public high schools in Grade<br> three were taught to the participants in the present study. The book typically includes sections of<br> reading comprehension, grammar, pronunciation practice, dialogues, and a list of new words (with<br> no explanation of meaning or synonyms) in the ending part of each lesson. These wordlists (See<br> Appendix 1) were used for vocabulary instruction and subsequent vocabulary testing in the study.<br> To save space, the number of the new words in each lesson is presented in Table 1</p>
Table 4: ANOVA (b) for Grade Three
<p>The ANOVA table below (Table 4) tests the acceptability of the model from a statistical<br> perspective. The amount of regression sums of squares is122.385 indicating that about 33 percent of<br> the total variation is explained by the model and the amount of residual sums of squares is 281.134<br> showing that about 67 percent of the variation is due to some factors other than the average<br> vocabulary variable. The significance value of the F statistic is less than 0.05, which means that the<br> variation explained by the model is not due to chance.</p>
Table 3 PRA 95, 032503
<p>The data table 3 of the article Phys. Rev. A 95 032503 (2017) with internal conversion rates from an excited electronic state in a singly ionized Th-229 is presented. The picture 3 prom the paper is based on the provided data.</p>
Figure 3: Viscosity variation depending on speed rate Table-STUDIES TOWARDS OBTAINING A PHOTOPROTECTIVE DERMO-COSMETIC COMPLEX PRODUCT WITH NATURAL EXTRACTS OF INORGANIC AND ORGANIC SUBSTANCES-
<p>Microbiological characteristics The total number of aerobic germs and fungi<br> was determined by the decimal dilution method or the multiple tube test. For<br> identifying pathogenic species we have used speci¯c tests (table6).<br> The evaluation of photodegradation was carried out through the variation<br> of photoprotective factor of the studied product kept 60 minutes under UV<br> radiation at 65±C. The tests revealed the preservation or even a slight increase<br> in the SPF. The use of screen substances in the formulation of photoprotective<br> products results in undesirable sensory characteristics: visible white ¯lm on the<br> skin surface, unpleasant sensation, dry or oily skin after application.</p>
SemTab 24: Semantic Table Annotations Benchmark for LLM-based approaches
<p><strong>SuperSemtab24 </strong>is a dataset for tabular data to knowledge graph matching.</p> <p>The dataset is divided into training and validation sets. The dataset includes general-purpose tables and intentionally misspelled entities to evaluate the model's robustness. Participants must annotate the entity mentions in the validation set and submit their annotations (following a target file).</p> <p>The repository contains the full version of the dataset; the ground truth (GT) of the test set will be uploaded in the future.</p>
Ranta et al. (2024) Supplementary Tables
<p>This repository includes Supplementary Tables S1-S8 from the article "Magmatic Controls on Volcanic Sulfur Emissions at the Iceland Hotspot" by Ranta et al. in <em>Geochemistry, Geophysics, Geosystems (accepted and in press as of 22 April 2024).</em></p> <p><em>v2 (13 April 2024): Typos were fixed and missing MI data from Ranta (2022) were added to Table S1. These tables match the files in the published version of G-cubed.</em></p>
Look-up table data used in the GPM Spectral Latent Heating retrieval for the midlatitudes
<h3>Overview</h3> <p>This dataset contains the look-up table (LUT) data used for the midlatitude retrieval of the Global Precipitation Measurement (GPM) Spectral Latent Heating (SLH) V07 product. The LUTs that tie heating profiles to precipitation characteristics are constructed using Local Forecast Model simulations of eight extratropical cyclones around Japan. The LUTs for the following six categories: convective, shallow stratiform, downward increasing (DI) deep stratiform, downward decreasing (DD) deep stratiform, SUB0 (where the 0°C level is near the surface) deep stratiform, and OTHER. The precipitation top height (PTH) serves as an index for LUTs for convective and shallow stratiform, while the maximum precipitation rate (PMAX) is used as an index for LUTs for three deep stratiform and OTHER types. Note that LUTs for DD, DI, and SUB0 are subdivided based on whether the PMAX appears above or at the surface.</p> <p> </p> <h3>Contents</h3> <p>There are two directories named "data" and "fortran90".</p> <p>In the directory named "data", there are the following nine files for each-type LUT:</p> <p> 1. Convective LUT: lut_convective _midlatSLH.grd</p> <p> 2. Shallow stratiform LUT: lut_shallow-stratiform _midlatSLH.grd</p> <p> 3. DD deep strtiform LUT with PMAX above the surface with: lut_DD-stratiform_pmaxABOVEsfc_midlatSLH.grd</p> <p> 4. DD deep strtiform LUT with PMAX at the surface with: lut_DD-stratiform_pmaxATsfc_midlatSLH.grd</p> <p> 5. DI deep strtiform LUT with PMAX above the surface with: lut_DI-stratiform_pmaxABOVEsfc_midlatSLH.grd</p> <p> 6. DI deep strtiform LUT with PMAX at the surface with: lut_DI-stratiform_pmaxATsfc_midlatSLH.grd</p> <p> 7. SUB0 deep strtiform LUT with PMAX above the surface with: lut_SUB0-stratiform_pmaxABOVEsfc_midlatSLH.grd</p> <p> 8. SUB0 deep strtiform LUT with PMAX at the surface with: lut_SUB0-stratiform_pmaxATsfc_midlatSLH.grd</p> <p> 9. OTHER LUT: lut_OTHER_midlatSLH.grd</p> <p>The LUT data are in the plain binary format (single-precision real number, little endian).</p> <p>The LUT values of latent heating, apparent heat source minus radiative heating, and apparent moisture sink are included in each file. Unit is K/h. </p> <p>The convective and shallow stratiform LUTs have 176 PTH bins and 176 vertical level bins, from the surface to 21.875 km at each 125 m.</p> <p>On the other hand, the deep stratiform and OTHER LUTs have 35 PMAX bins defined as follows: 0.2–0.3, 0.3–0.7, 0.7–1, 1–1.5, 1.5–2, 2–2.5, 2.5–3, 3–4, 4–5, 5–6, 6–7, 7–8, 8–9, 9–10, 10–11, 11–12, 12–13, 13–14, 14–15, 15–16, 16–17, 17–18,18–19, 19–20, 20–21, 21–22, 22–23, 23–24, 24–25, 25–26, 26–27, 27–28, 28–29, 29–30, ≥30 mm/h. There are 353 vertical level bins for altitudes standardized by the level of PMAX, PTH, and precipitation bottom height, from -8.8 to 8.8 with an interval of 0.05.</p> <p>Please see Yokoyama et al. (2024, J. Appl. Meteor. Climatol., under review) for details.</p> <p> </p> <p>In the directory named "fortran90", there are two fortran90 programs to read the LUT data. The program named “read_lut_type-pth.f90” is for the convective and shallow stratiform LUTs, while the program named “read_lut_type-pmax.f90” is for the deep stratiform and OTHER LUTs.</p> <p> </p> <p>The data would be updated. </p>
Logratio table of in-situ U-Th-4He/3He dated Fish Canyon zircon
<p>The U-Th-He logratio compositions of 61 Fish Canyon zircons dated by laser microprobe analysis using proton-induced 3He as a proxy for ablation pit volume.</p>
Best-fit SED templates of each CAMIRA member galaxy (Table 3)
<p>This upload includes individual SED templates as described in Table 3 of the related manuscript, "<em>Active Galactic Nucleus Properties of ~1 Million Member Galaxies of Galaxy Groups and Clusters at z < 1.4 Based on the Subaru Hyper Suprime-Cam Survey</em>", by Yoshiki Toba et al., published in the Astrophysical Journal (Accepted: 15-Feb-2024; published: 17-May-2024, doi:<a href="https://doi.org/10.3847/1538-4357/ad32c6">10.3847/1538-4357/ad32c6</a>).</p> <p>This archive is compressed with xz, part of <a href="https://github.com/tukaani-project/xz">XZ Utils</a>. </p> <p>A description of these files is given below.</p> <p>The "ID" field is captured in the file naming in the compressed archive:</p> <ul> <li> <p>1_SED.eps [EPS plot of SED, SED fit, for Object ID = 1]</p> </li> <li> <p>1_SED_data.fits [Binary Table FITS (HDU=1) where the contents of HDU=1 are given in the table below]</p> </li> </ul> <p> </p> <table> <tbody> <tr> <td> <div> <div> <div> <p>Column name</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>Format</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>Unit</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>Description</p> </div> </div> </div> </td> </tr> <tr> <td> <div> <div> <div> <p>Wavelength</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>DOUBLE</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>μm</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>Wavelength (observed frame)</p> </div> </div> </div> </td> </tr> <tr> <td> <div> <div> <div> <p>FNU</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>DOUBLE</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>mJy</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>Flux density at each wavelength</p> </div> </div> </div> </td> </tr> <tr> <td> <div> <div> <div> <p>log_L</p> </div> </div> </div> </td> <td> <div> <div> <div> <p>DOUBLE</p> </div> </div> </div> </td> <td>erg/s</td> <td> <div> <div> <div> <p>Luminosity at each wavelength</p> </div> </div> </div> </td> </tr> </tbody> </table> <p> </p> <p> </p>
Tara Pacific 16S rRNA ASV table for bacterial communities of crustose coralline algae from the Tuamotu archipelago (French Polynesia)
<p>This data is the result of the primary analysis of the 16S rRNA gene sequencing data collected from the CCA samples collected during the Tara Pacific expedition. The analysis was conducted using cutadapt/snakemake/dada2 and usearch. A full README is contained within the parent data upload (<a href="https://doi.org/10.5281/zenodo.4451892">https://doi.org/10.5281/zenodo.4451892</a>).</p>
1H NMR spectra of commercial honey from 400 and 700 MHz spectrometers and tables with data after processing and binning
<p>Datasets contain the 1H NMR original raw spectral data (Bruker format) of commercial honey from 400 MHz and 700 MHz NMR spectrometers and Tables (.xlsx) with data after processing and binning.</p> <p> </p> <p> </p>
Рис. 1. Обзорная схема распоΛожения обсΛеΔованных воΔных объектов системы СреΔнего Енисея. Номера воΔных объектов привеΔены в соответствии с табΛицей 1 Fig. 1. The location scheme of the examined water bodies of the Middle Yenisei system. The water bodies are numbered in accordance with Table 1 in Extension Of The Range Of Amur Sleeper Dybowski, 1877 (Perciformes: Odontobutidae) In The Yenisei River System
Рис. 1. Обзорная схема распоΛожения обсΛеΔованных воΔных объектов системы СреΔнего Енисея. Номера воΔных объектов привеΔены в соответствии с табΛицей 1 Fig. 1. The location scheme of the examined water bodies of the Middle Yenisei system. The water bodies are numbered in accordance with Table 1
IPBES Invasive Alien Species Assessment: Summary for Policymakers. Figures, tables and captions in Arabic
<p>Arabic translations of the figures, tables and their captions from the Summary for Policymakers of the Thematic Assessment Report on Invasive Alien Species and their Control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services.</p>
IPBES Invasive Alien Species Assessment: Summary for Policymakers. Figures, tables and captions in Chinese
<p>Chinese translations of the figures, tables and their captions from the Summary for Policymakers of the Thematic Assessment Report on Invasive Alien Species and their Control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services.</p>
IPBES Invasive Alien Species Assessment: Summary for Policymakers. Figures, tables and captions in French
<p>French translations of the figures, tables and their captions from the Summary for Policymakers of the Thematic Assessment Report on Invasive Alien Species and their Control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services.</p>
IPBES Invasive Alien Species Assessment: Summary for Policymakers. Figures, tables and captions in Russian
<p>Russian translations of the figures, tables and their captions from the Summary for Policymakers of the Thematic Assessment Report on Invasive Alien Species and their Control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services.</p>
Mecp2 duplication iNeurons RNAseq data tables
<p><span>Genomic copy-number variations (CNVs) that can cause neurodevelopmental disorders often encompass many genes, which complicates our understanding of how individual genes within a CNV contribute to pathology. <em>MECP2</em> duplication syndrome (MDS or MRXSL in OMIM; OMIM#300260) is one such CNV disorder caused by duplications spanning methyl CpG-binding protein 2 (<em>MECP2</em>) and other genes on Xq28. Using an antisense oligonucleotide (ASO) to normalize <em>MECP2 </em>dosage is sufficient to rescue abnormal neurological phenotypes in mouse models overexpressing <em>MECP2 </em>alone, implicating the importance of increased <em>MECP2</em> dosage within CNVs of Xq28. However, because MDS CNVs span <em>MECP2</em> and additional genes, we generated human neurons from multiple MDS patient-derived induced pluripotent cells (iPSCs) to evaluate the benefit of using an ASO against <em>MECP2 </em>in a MDS human neuronal context,. Importantly, we identified a signature of genes that is partially rescued upon ASO treatment and pinpointed genes sensitive to MeCP2 function and in models of Rett syndrome, a neurological disorder caused by loss of MeCP2 function. Furthermore, the signature contained genes that are aberrantly induced in unaffected control human neurons upon MeCP2 depletion, revealing gene expression programs sensitive to MeCP2 levels in human neurons. This repository contains the raw raws, processed reads, and processed RNA-seq analyses (DESeq2, limmavoom) from this study.</span></p> <p><span>MDS_iNeurons_rawcounts_STAR.txt - raw counts from experiment</span></p> <p><span>MDS_iNeurons_sample_information.txt - information describing sample conditions (genotype, ASO treatment, dose, etc).</span></p> <p><span>SupplementalTable1.xlsx - DESeq2 and limmavoom results comparing MDS and unaffected controls; DESeq2 results comparing ASO treatments within a genotype</span></p> <p><span>SupplementalTable2.xlsx - gene lists of genes altered by changes in MECP2 dosage</span></p> <p><span>SupplementalTable3.xlsx - HOMER motif results of gene lists sensitive to MECP2 dosage </span></p>
Figureȱ 4.ȱ Graphȱ plottingȱ skullȱ max.ȱ widthȱ againstȱ skullȱ totalȱ lengthȱ withoutȱ rhamphothecaȱ forȱ Imperialȱ Woodpecker Campephilus imperialis and Ivory-billed Woodpecker C. principalis, using data from Table 1. in The conundrum of an overlooked skeleton referable to Imperial Woodpecker Campephilus imperialis in the collection of the Natural History Museum at Tring
Figureȱ 4.ȱ Graphȱ plottingȱ skullȱ max.ȱ widthȱ againstȱ skullȱ totalȱ lengthȱ withoutȱ rhamphothecaȱ forȱ Imperialȱ Woodpecker Campephilus imperialis and Ivory-billed Woodpecker C. principalis, using data from Table 1.
Annual plant competition experiment results and associated mycobiome ASV tables
<p>Major theories regarding microbe-mediated plant community dynamics assume that plant species cultivate distinct microbial communities. However, few studies empirically assess the role of species-associated microbial community dissimilarity in plant competitive dynamics. In this study, we paired a competition experiment between eight annual forbs with a characterization of species-associated fungal communities to assess whether mycobiome dissimilarity is associated with pairwise competitive dynamics. Using a quantitative approach informed by modern coexistence theory, we found that fungal dissimilarity was correlated with both increased stabilizing niche differences and fitness inequalities. Additionally, we found that the probability of coexistence increased with mycobiome dissimilarity. When subsetting the community into different fungal functional groups (pathotrophs, saprotrophs, symbiotrophs), overall relationships between dissimilarity and competitive dynamics were independent of these functional groups. </p> <p>Synthesis: These results suggest that fungal community divergence may play an important role in mediating plant competitive dynamics. Although fungal community dissimilarity is associated with both niche and fitness differences, complex biotic and/or abiotic interactions belowground may result in an observed correlation between fungal community dissimilarity and plant coexistence. Ultimately, this study suggests a novel approach to better understanding how microbiome dissimilarity may impact host community dynamics.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.