cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mkhn7kxjvy.3
title: Hand Gesture Accelerometer and Gyroscope Dataset (HGAG-DATA)

description: This dataset includes information from 43 healthy participants (26 males and 17 females). The participants encompass an extensive age range of 18 to 69 years and are classified by dominant hand, comprising 34 right-handed and 9 left-handed individuals. Furthermore, they are categorized according to physical activity levels, comprising 28 non-athletic individuals and 15 athletic individuals. All participants were equipped, trained, and directed to perform 11 essential gestures relevant in many circumstances and closely linked to daily life requirements. The motions encompass clapping, coin flipping, finger snapping, fist making, horizontal wrist extension, index finger flicking, index thumb tapping, shooting, thumbs up, wrist extension, and wrist flexion. The dataset comprises 23,650 six-dimensional gesture samples, captured at a rate of 550 samples per subject following 50 repetitions of each of the eleven motions (11x50x43 = 23,650). Each gesture sample consisted of six directional time series signals, incorporating two signals for each of the x, y, and z axes from the accelerometer and gyroscope sensors. This dataset comprises a total of 141,900 signals (23,650 x 6 = 141,900). Consequently, this can serve as a significant resource for handling extensive data sets, such as those utilized in the development of machine learning and deep learning models, and as a reference dataset, it facilitates model benchmarking. The data will be especially helpful for societies that work with biomedical signals when they are trying to recognize and classify hand gestures for use in human-computer interaction (HCI) tasks. The dataset has been uploaded and is accessible online in two distinct hierarchical configurations. The initial structure categorizes the data according to the gesture name, but the subsequent structure arranges it by subject number. This configuration enhances potential advantages and facilitates management, permitting the reassembly of data in many formats as required.
DOI: 10.15468/dl.vuy5qk
title: Occurrence Download

description: A dataset containing 8849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bangsia edwardsi (D.G.Elliot, 1865)"
 ]
}

 The dataset includes 8849 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024348-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwywsm
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aralia merrillii C.B.Shang, Acanthospermum hispidum DC., Adenanthera pavonina L., Azolla filiculoides Lam., Broussonetia papyrifera (L.) L'Hér. ex Vent., Setaria parviflora (Poir.) Kerguélen, Chromolaena odorata (L.) R.M.King & H.Rob., Pontederia crassipes Mart., Leucaena leucocephala (Lam.) de Wit, Lygodium microphyllum (Cav.) R.Br., Rhizophora mangle L., Trapa natans L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (Guinea-Bissau)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024349-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jmbqb
title: Occurrence Download

description: A dataset containing 7383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bangsia melanochlamys (Hellmayr, 1910)"
 ]
}

 The dataset includes 7383 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024350-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x67j6h2662.1
title: A Control Theory for Leukemia Cancer Treatment

description: This dataset contains MATLAB code and data for three scenarios related to a paper we published. This paper is about providing a control theory for the treatment of leukemia cancer.
DOI: 10.15468/dl.qvs3e3
title: Occurrence Download

description: A dataset containing 5675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bangsia aureocincta (Hellmayr, 1910)"
 ]
}

 The dataset includes 5675 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024347-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m68g3h7p87.1
title: Object Detection Dataset : Navigation Assistance for the Visually Impaired People using YOLOv11

description: The Dataset contains annotated images from different aspects, considering a visually impaired person’s perspective. The original images were sliced from the recorded video sequence, which were recorded in various locations, including pedestrian pathways and roadside walkways. The different types of viewing perspectives, scene variability and overly crowd density have also been considered during the recording.

The images were annotated in Roboflow using Instance Segmentation. There are 22 object classes such as Bin, Building Pillar, Bus, CNG (Three-wheeler), Car, Cycle, Electric Pole, Food Van, Food cart, Footpath, Leguna, Motorcycle, Obstacle, Parking Cone, Person, Pickup, Rickshaw, Stairs, Tree, Truck, Van, and Van gari (manually driven). The objects which are visible in the range of 20m-30m were annotated.



Dataset details:

Training Set: 86%, 7023 images
Validation Set: 7%, 551 images
Testing Set: 7%, 540 images


Preprocessing : 
Auto-Orient: Applied
Resize: Stretch to 640x640


Augmentations:
Flip: Horizontal
Rotation: Between -10° and +10°
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 0.8px
Noise: Up to 0.1% of pixels
DOI: 10.6084/m9.figshare.28648574
title: <b>Drivers</b><b> </b><b>of Aboveground Biomass in </b><b><i>Quercus wutaishanica</i></b><b> </b><b>Mayr Forests</b><b> </b><b>Based on Random Forest and Structural Equation Modeling: A Cross-scale Analysis</b>

description: The effects of abiotic factors, encompassing climatic conditions and soil properties, and biotic factors that involve grass coverage and forest age, and disturbances on the AGB of <i>Q. wutaishanica</i> forests across various scales in China
DOI: 10.17632/r4cxtf6j49.1
title: Plain Language Summary

description: Plain language summary for "Patient Demographics and Healthcare Access Influence on Vitiligo Presentation and Treatment"
DOI: 10.15468/dl.y7byze
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa webbiana Wall."
 ]
}

 The dataset includes 183 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024351-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r4cxtf6j49.2
title: Flow Chart of Patient Population Selection

description: Flow Chart of Patient Population Selection
DOI: 10.15468/dl.nrwfrj
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is Herp",
 "Geometry POLYGON((113.3499 -28.05342,112.95079 -29.14634,113.60646 -29.61831,114.45219 -29.3039,114.42368 -28.67219,114.09109 -28.15401,113.72049 -28.02826,113.3499 -28.05342))",
 "HasGeospatialIssue is false",
 "InstitutionCode is MCZ"
 ]
}

 The dataset includes 96 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024352-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/785t4rvbbc.1
title: Average vitiligo area scoring index (VASI) at initial visit and follow up visit for Hispanics (A), Caucasians (B), and Asians (C)

description: Average vitiligo area scoring index (VASI) at initial visit and follow up visit for Hispanics (A), Caucasians (B), and Asians (C)
DOI: 10.17632/zjf8jjmt6n.1
title: X-ray DR Images Dataset of Camellia Seeds and Chestnuts

description: his dataset contains preprocessed X-ray DR images of Camellia oleifera seeds and chestnuts for non-destructive multi-class defect classification. The images were further enhanced using techniques such as rotation, flipping, contrast adjustment, and brightness normalization. A total of 2,488 Camellia seed images and 2,844 chestnut images were collected. The Camellia seed dataset is categorized into four classes: healthy, shriveled, hollow (cavity), and insect-damaged samples. Similarly, the chestnut dataset includes four classes: healthy, double-kernel, moldy, and insect-damaged samples. This dataset was used to train and evaluate convolutional neural networks (VGG16, ResNet18, DenseNet121) for multi-class classification of internal defects in nut fruits. These images support research on non-invasive quality inspection, defect detection, and automated grading systems for agricultural products using X-ray imaging.
DOI: 10.17632/zjf8jjmt6n.2
title: X-ray DR Images Dataset of Camellia Seeds and Chestnuts

description: his dataset contains preprocessed X-ray DR images of Camellia oleifera seeds and chestnuts for non-destructive multi-class defect classification. The images were further enhanced using techniques such as rotation, flipping, contrast adjustment, and brightness normalization. A total of 2,488 Camellia seed images and 2,844 chestnut images were collected. The Camellia seed dataset is categorized into four classes: healthy, shriveled, hollow (cavity), and insect-damaged samples. Similarly, the chestnut dataset includes four classes: healthy, double-kernel, moldy, and insect-damaged samples. This dataset was used to train and evaluate convolutional neural networks (VGG16, ResNet18, DenseNet121) for multi-class classification of internal defects in nut fruits. These images support research on non-invasive quality inspection, defect detection, and automated grading systems for agricultural products using X-ray imaging.
DOI: 10.17632/2jwxk7c2xx.1
title: Soil properties, antibiotic and heavy metal concentrations in greenhouse

description: This dataset contains original measurements of soil physicochemical properties, antibiotic concentrations, and heavy metal levels collected from greenhouse vegetable fields in Yunnan Province, China. Samples were obtained across three cultivation durations (&lt;1 year, 5 years, and &gt;10 years) and along vertical soil profiles (0–100 cm).
DOI: 10.6084/m9.figshare.28648643
title: Training-input

description: This folder contains the training input used to train the DP model for the IrO2-water interface
DOI: 10.17632/h8dvyn53jw
title: Astragalus polysaccharide and Clostridium butyricum synergistically inhibit bone loss in mice with humanized intestinal flora

description: Bone loss is one of the major challenges in spaceflight, limiting the ability of humans to explore space. In recent years, studies of the gut-bone axis have revealed the profound effects of the gut microbiota on bone health through the regulation of metabolites (e.g., short-chain fatty acids, SCFAs) and the immune system. Short-chain fatty acids (e.g., butyric acid) not only protect the intestinal mucosal barrier, but also regulate bone metabolism through the gut-bone axis and improve osteoporosis. In addition, astragalus polysaccharide (APS) has been shown to regulate the composition of intestinal flora, promote the production of SCFAs, and improve intestinal health through immunomodulation.
In this study, we explored the effects of Astragali polysaccharide and Clostridium butyricum mixed feeding (APS-CB) on bone loss in mice under simulated weightlessness conditions based on the concept of synergistic effect. We used a humanized intestinal flora mouse model and showed that APS-CB significantly inhibited bone loss caused by simulated weightlessness. Specific mechanisms included that APS-CB increased the amount of short-chain fatty acids, especially butyric acid, in mouse feces, while increasing the abundance of Bacillariophyta (Akkermansia) in the intestine and decreasing the serum level of the bone resorption marker CTX-1. These results suggest that by modulating the gut-bone axis, APS-CB is effective in improving bone metabolism.
This finding not only provides a new intervention strategy for astronauts' bone health in space, but also provides a theoretical basis for improving bone metabolism by regulating the gut microbiota. Future studies will further explore the underlying mechanisms and provide scientific support for the development of a gut-bone axis-based osteoporosis treatment program.
DOI: 10.17632/h8dvyn53jw.1
title: Astragalus polysaccharide and Clostridium butyricum synergistically inhibit bone loss in mice with humanized intestinal flora

description: Bone loss is one of the major challenges in spaceflight, limiting the ability of humans to explore space. In recent years, studies of the gut-bone axis have revealed the profound effects of the gut microbiota on bone health through the regulation of metabolites (e.g., short-chain fatty acids, SCFAs) and the immune system. Short-chain fatty acids (e.g., butyric acid) not only protect the intestinal mucosal barrier, but also regulate bone metabolism through the gut-bone axis and improve osteoporosis. In addition, astragalus polysaccharide (APS) has been shown to regulate the composition of intestinal flora, promote the production of SCFAs, and improve intestinal health through immunomodulation.
In this study, we explored the effects of Astragali polysaccharide and Clostridium butyricum mixed feeding (APS-CB) on bone loss in mice under simulated weightlessness conditions based on the concept of synergistic effect. We used a humanized intestinal flora mouse model and showed that APS-CB significantly inhibited bone loss caused by simulated weightlessness. Specific mechanisms included that APS-CB increased the amount of short-chain fatty acids, especially butyric acid, in mouse feces, while increasing the abundance of Bacillariophyta (Akkermansia) in the intestine and decreasing the serum level of the bone resorption marker CTX-1. These results suggest that by modulating the gut-bone axis, APS-CB is effective in improving bone metabolism.
This finding not only provides a new intervention strategy for astronauts' bone health in space, but also provides a theoretical basis for improving bone metabolism by regulating the gut microbiota. Future studies will further explore the underlying mechanisms and provide scientific support for the development of a gut-bone axis-based osteoporosis treatment program.
DOI: 10.17632/4jd92vrymf.1
title: Excel Data S1 - Differentially Expressed Metabolites

description: The files capture the relationship between viral load and microbial metabolic activity across four main comparison groups: non-detected virus (ND) versus high viral load, ND versus medium viral load, medium versus low viral load, and medium versus high viral load. This comprehensive dataset offers detailed insights into how SARS-CoV-2 infection affects nasopharyngeal microbiome metabolic activities, specifically highlighting viral load-dependent changes in key pathways, such as amino sugar metabolism, fatty acid degradation, and nucleotide sugar biosynthesis. These findings represent a valuable resource for understanding host-microbe interactions during COVID-19 infection and provide insights into the biochemical mechanisms that may contribute to disease pathogenesis.
DOI: 10.17632/fgsj9msr8d.1
title: Excel Data S2 - KEGG Pathway Analysis Results

description: Excel Data S2 includes extensive KEGG pathway enrichment analysis results obtained from the metabolomic profiling of nasopharyngeal microbiota in COVID-19 patients compared to non-infected controls. This dataset captures significant pathway changes linked to various viral load conditions, offering essential insights into the metabolic reprogramming that takes place during SARS-CoV-2 infection. This information provides a biochemical framework for understanding how SARS-CoV-2 infection reshapes the metabolic landscape of the nasopharyngeal microbiome, potentially influencing host-microbe interactions and contributing to disease outcomes in COVID-19 patients.Retry
DOI: 10.17632/gxmx968mwh
title: Publication activities on Universal Health Coverage in Africa between 2013 and 2023

description: Data on the frequencies of publication activities on universal health coverage in Africa between 2013 and 2023
DOI: 10.17632/gxmx968mwh.1
title: Publication activities on Universal Health Coverage in Africa between 2013 and 2023

description: Data on the frequencies of publication activities on universal health coverage in Africa between 2013 and 2023
DOI: 10.17632/smnkk87d6x.1
title: Supplementary Material For “Clinicopathologic Attributes and Downstream Outcomes of Mucosal Melanomas: A Multi-Hospital Cohort Study”

description: Supplemental Methods, Tables, and Figures for “Clinicopathologic Attributes and Downstream Outcomes of Mucosal Melanomas: A Multi-Hospital Cohort Study”
DOI: 10.15468/dl.c5sv8r
title: Occurrence Download

description: A dataset containing 5761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mixophyes iteratus Straughan, 1968"
 ]
}

 The dataset includes 5761 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024353-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28648613
title: Table. 1. Parameters of the Atomic Spectra for the seven n’ series of hydrogen atom.

description: Table. 1. The parameters of the Atomic Spectra for the seven n’ series of hydrogen atom, the specific wavelength (λ) with related Spinning Magnetic Field (B<sub>U1</sub>), are linked with specific Circular Magnetic Field (CMF-B<sub>e2</sub>); each wavelength radiated electromagnetic radiation, only when the magnitude of B<sub>1U</sub> is equal to the specific wavelength.
DOI: 10.17632/xhpzwcrsmw.1
title: Adolescent Versus Adult mouse Innate Visual Responses

description: Raw behavior videos of innate visual orienting in house mouse during adulthood and adolescence.
DOI: 10.17632/8s7nz5gw7b.1
title: Data set - Application of casing treatment

description: It is a dataset on effect of different casing treatments such as, triangular and rectangular slots on the performance of a transonic rotor, NASA Rotor 67. The incorporation of slots reduces the compressor efficiency and increases the entropy. However, it positively influences the stall margin. The stall margin improvement for the triangular and rectangular slots was 4.4 and 2.8%, respectively. The addition of slots suppressed the growth and development of the tip leakage vortex.
DOI: 10.17632/rjhb3dfgg6.1
title: Beyond our backyard: Unravelling How Social-Ecological Fit Weaves Inter-Regional Collaborative Networks for Water Governance in the Yellow River Basin

description: MPNet
DOI: 10.17632/ry2s75hhzy.1
title: Public Financial Data from the China Insurance Yearbook (2014-2022)

description: The primary financial data of 81 property insurance companies from the China Insurance Yearbook (2014-2022) includes five types of insurance: corporate property insurance, engineering insurance, liability insurance, cargo transportation insurance, and accident insurance. The dataset encompasses 17 key indicators, such as premium receivables, claims expenditures, and reserves for outstanding claims. The data is provided by the China Insurance Regulatory Commission, and I have systematically compiled and organized the annual data.
DOI: 10.17632/jgn9kmnxvf.1
title: Does Mandatory CSR Reporting Contribute to the Reduction of Income Inequality in Society? Exploring the Mediating Role of Channel Variables

description: Research data on CSR Reporting and income inequality
DOI: 10.17632/bnfsvw49bs.1
title: Web-Based Music Performance Assessment Application (WBMPAA)

description: Web-Based Music Performance Assessment Application (WBMPAA)
DOI: 10.17632/h5cp7s67h2.1
title: Preliminary dataset for enhancing biomass productivity using chemical modulators in Synechococcus elongatus PCC 7942

description: This dataset contains preliminary investigations on using chemical modulators for enhancing biomass productivity of Synechococcus elongatus PCC 7942. The analysis showed that some of the modulators could be effective biomass triggers and can act at very low concentrations (20 - 1000 nM). Moreover, a basic economic feasibility also indicated some potential modulators that could be carried forward. The dataset could potentially be useful for targeted algal farming, especially for biomass.
DOI: 10.15468/dl.w5pvp3
title: Occurrence Download

description: A dataset containing 1083945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlorophyta",
 "Year 2000-2025"
 ]
}

 The dataset includes 1083945 records from 1558 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024341-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111322579
title: Cuneiform Tablet 000244, CUN.000244

description: [Text Description:] Cuneiform Tablet, Letter, 000244 ❧ [Text or Publication Number Note:] CUN.000244 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.1unwxb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideritis tugiensis S.Ríos, M.B.Crespo & D.Rivera"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005806-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdxy24
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zamia lacandona Schutzman & Vovides"
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005646-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111322580
title: Cuneiform Tablet 000244, CUN.000244

description: [Text Description:] Cuneiform Tablet, Letter, 000244 ❧ [Text or Publication Number Note:] CUN.000244 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.43678m
title: Occurrence Download

description: A dataset containing 948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synchiropus phaeton (Günther, 1861)"
 ]
}

 The dataset includes 948 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229925-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.