cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hwwxbg99sd
title: Mercury isotopic compositions of iron oxide-copper-gold (IOCG) hydrothermal systems

description: THg concentrations and Hg isotopic composition of samples collected from the Kangdian iron oxide-copper-gold (IOCG) belt in South China
DOI: 10.17632/sy7krjxsj3
title: Data for: Modulation in magnetic exchange interaction, core shell structure and Hopkinson’s peak with chromium substitution into Ni0.75Co0.25Fe2O4 nano particles

description: all characterization except DC conductivity
DOI: 10.6084/m9.figshare.28425023.v1
title: Other data

description: Data analysis original
DOI: 10.17632/pbnvrspgdj
title: IOBA

description: Dataset of IOBA Study 2021
See article: MASSAGE AND EXERCISE INCREASE BODY AWARENESS IN HEALTHY ADULTS: A RANDOMIZED PLACEBO CONTROLLED TRIAL
DOI: 10.17632/tbhsxf56rz
title: Incidence of dermatofibrosarcoma protuberans stratified by age group, sex, and race, 2000-2018

description: Mean change in the incidence of dermatofibrosarcoma protuberans stratified by age group, sex, and race.
DOI: 10.17632/79nmyyv99z
title: Establishment of a Human iPSC Reporter-Based Developmental Toxicity Assay that Detects FGF Signal Disruption

description: The number of man-made chemicals has increased exponentially in recent decades, and some of them induce fetal malformations. Because complex and precisely programmed signaling pathways play important roles in developmental processes, their disruption by external chemicals often triggers developmental toxicity. However, highly accurate and high-throughput screening assays for potential developmental toxicants are currently lacking. In this study, we propose a reporter assay that utilizes human induced pluripotent stem cells (iPSCs) to detect changes in fibroblast growth factor signaling, which is essential for limb morphogenesis. The dynamics of this signaling after an exposure to a chemical were integrated to estimate the degree of signaling disruption, which afforded a good prediction of the capacity of chemicals listed in the ECVAM International Validation Study that induce limb malformations. This is our initial report about a human iPSC-based signaling disruption assay, which could be useful for the screening of potential developmental toxicants.
DOI: 10.17632/xgyt266fzx
title: Figures for "Combined Exosome of Adipose-Derived Mesenchymal Stem Cell and Hyaluronic Acid Delays Early Osteoarthritis Progression of Ovine Sheep Model: Clinical, Radiographic and Macroscopic Evaluation"

description: Combined Exosome of Adipose-Derived Mesenchymal Stem Cell and Hyaluronic Acid Delays Early Osteoarthritis Progression of Ovine Sheep Model: Clinical, Radiographic and Macroscopic Evaluation 
Figures list: 
1. Radiographic evaluation 
2. Macroscopic evaluation
DOI: 10.6084/m9.figshare.28822925.v2
title: Manuscript Data

description: The dataset provides empirical support for the manuscript focusing on the core themes of AI literacy, AI awareness, and innovative work behavior among designers.
DOI: 10.15482/usda.adc/1410675
title: Data from: Underestimation of N2O emissions in a comparison of the DayCent, DNDC, and EPIC 1 models
DOI: 10.17632/sw6dt7j3kf
title: Data for: Screening for Childhood Anxiety: A Meta-Analysis of the Screen for Child Anxiety Related Emotional Disorders

description: Data includes Cronback alpha levels, test re-test reliabilities, parent-child agreement rates, and demographic data.
DOI: 10.6084/m9.figshare.26658985.v1
title: Additional file 3 of Exploring the biomarkers and potential therapeutic drugs for sepsis via integrated bioinformatic analysis

description: Additional file 3: Table S2. The top significant DEGs among three datasets.
DOI: 10.6084/m9.figshare.27080479.v1
title: Look-up table for population density categories

description: A look-up table with formatting for population-density categoriesUsed here:https://github.com/michaeldgarber/global-ndvi-pop/blob/main/scripts/figures-main-text.Rhttps://github.com/michaeldgarber/global-ndvi-pop/blob/main/scripts/figures-main-text.R
DOI: 10.17632/p2r34rxfmk
title: Data: 255W Panel Connected 72Ah Lithium-Ion Battery Bank and BMS

description: This dataset is in support of my research.

I had earlier got remark by someone- If these is my work or stolen or copied paste or other ... remark, from some graduate/pg/plagiarised phd degree holder.

As I wont later entertain any question/remark and I will stop replying lateron (which may start to happen next week or next year). I have uploaded this on free download on an open-access myself.
DOI: 10.17632/p77jn92bzg
title: Multi-Channel Electromyography Signal Acquisition of Forearm

description: This data contains the surface electromyography (SEMG) signals of fifty healthy subjects performing ten different movements for both arms. The signals were recorded using a Myo Armband with a sampling frequency of 200Hz for each of its eight channels (skin surface electrodes). Each movement was performed five times every three seconds starting from the first second resulting in a sampling time of sixteen seconds. All the subjects performed the same movements in the same order (wrist in neutral, pronation, supination, wrist extension, wrist flexion, ulnar deviation, radial deviation, fine pinch, power grip, and hand open) however in the dataset these movements are represented as the following in the ninth column of the dataset, the tenth column represents the # of subject and the columns from first to eighth represents each channel. Movements List: 1 Wrist in Neutral for Right Hand 2 Wrist in Neutral for Left Hand 3 Pronation for Right Hand 4 Pronation for Left Hand 5 Supination for Right Hand 6 Supination for Left Hand 7 Wrist extension for Right Hand 8 Wrist extension for Left Hand 9 Wrist flexion for Right Hand 10 Wrist flexion for Left Hand 11 Ulnar deviation for Right Hand 12 Ulnar deviation for Left Hand 13 Radial deviation for Right Hand 14 Radial deviation for Left Hand 15 Fine pinch for Right Hand 16 Fine pinch for Left Hand 17 Power grip for Right Hand 18 Power grip for Left Hand 19 Han open for Right Hand 20 Hand open for Left Hand Prior the signal acquisition some information was compiled for each subject; this information is attached in the file subject_dataset.dat
DOI: 10.17632/zp22s92trb
title: Tabular Data for the article titled "Product bundling for ‘Efficient’ vs ‘Non-Efficient’ Customers: Market Basket Analysis employing Genetic Algorithm"

description: Tabular Data for the article titled "Product bundling for ‘Efficient’ vs ‘Non-Efficient’ Customers: Market Basket Analysis employing Genetic Algorithm"
DOI: 10.6084/m9.figshare.21959681.v1
title: Supplementary Material for: High accuracy of a simplified, practical algorithm in differentiating Crohn's Disease from Intestinal Tuberculosis

description: Background: The differentiation between intestinal tuberculosis from Crohn's disease remains a challenge, particularly in areas where tuberculosis is highly prevalent. Previous studies have identified features that favor one diagnosis over the other. To determine the accuracy of a standardized protocol in the initial diagnosis of Crohn’s disease versus intestinal tuberculosis. Methods: All patients with suspected intestinal tuberculosis or Crohn’s disease were prospectively recruited. A standardized protocol was applied and the diagnosis was made accordingly. The protocol consists of; history and examination, ileocolonoscopy with biopsies, and tuberculosis workup. The diagnosis of probable intestinal tuberculosis was made based on at least one positive finding. All other patients were diagnosed as probable Crohn’s disease. Patients were treated either with anti-tubercular therapy or steroids. Reassessment was then carried out clinically, biochemically and endoscopically. In patients with suboptimal response, the treatment was either switched or escalated depending on the reassessment. Results: 164 patients were recruited with final diagnosis of 30 (18.3%) intestinal tuberculosis and 134 (81.7%) Crohn’s disease. 1 (3.3%) out of 30 patients with intestinal tuberculosis was initially treated as Crohn’s disease. 16 (11.9%) out of 134 patients with Crohn’s disease were initially treated as intestinal tuberculosis. The initial overall accuracy for the protocol was 147/164 (89.6%). All patients received the correct diagnosis by 12 weeks after reassessment. Conclusion: In our population, most patients had CD rather than ITB. The standardized protocol had a high accuracy in differentiating CD from ITB.
DOI: 10.6084/m9.figshare.22691203.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.15468/dl.gpb8vd
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodiola dumulosa"
 ]
}

 The dataset includes 505 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006443-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18245466
title: Predicting the Economic Viability of Rainwater Harvesting Systems Using Machine Learning: Insights from 223 Buildings in Guangzhou, China
DOI: 10.5281/zenodo.18454329
title: Predicting the Economic Viability of Rainwater Harvesting Systems Using Machine Learning: Insights from 223 Buildings in Guangzhou, China
DOI: 10.5281/zenodo.18396600
title: Reference tP and fcHP labels with earthquake-level splits (K-NET/KiK-net)

description: This Zenodo record provides the dataset tables used in the manuscript “Automated Strong-Motion Record Processing via Deep Learning–Based Simultaneous P-Wave Identification and High-Pass Corner Frequency Selection”. The release contains three CSV files (train, validation, and test) listing record identifiers and reference label values for joint localization of P-wave arrival time (tP) and the high-pass corner frequency (fcHP) on the displacement-frequency representation.

The tables cover 2,380 three-component strong-motion records from 609 earthquakes and 853 stations from the National Research Institute for Earth Science and Disaster Resilience K-NET and KiK-net networks (1996–2011).
DOI: 10.5281/zenodo.18396601
title: Reference tP and fcHP labels with earthquake-level splits (K-NET/KiK-net)

description: This Zenodo record provides the dataset tables used in the manuscript “Automated Strong-Motion Record Processing via Deep Learning–Based Simultaneous P-Wave Identification and High-Pass Corner Frequency Selection”. The release contains three CSV files (train, validation, and test) listing record identifiers and reference label values for joint localization of P-wave arrival time (tP) and the high-pass corner frequency (fcHP) on the displacement-frequency representation.

The tables cover 2,380 three-component strong-motion records from 609 earthquakes and 853 stations from the National Research Institute for Earth Science and Disaster Resilience K-NET and KiK-net networks (1996–2011).
DOI: 10.6084/m9.figshare.31227937
title: High-Andean Grassland Restoration Dataset under Pasture-Based Seeding after Maca Cultivation

description: This dataset contains vegetation composition and diversity data collected from a factorial field experiment designed to evaluate restoration strategies for High-Andean grasslands degraded by <i>Lepidium meyenii</i> (maca) cultivation in the Central Andes of Peru. The study focuses on the interaction between post-abandonment resting time and seed-based restoration treatments with direct relevance to sustainable livestock pasture recovery.
DOI: 10.6084/m9.figshare.31227937.v1
title: High-Andean Grassland Restoration Dataset under Pasture-Based Seeding after Maca Cultivation

description: This dataset contains vegetation composition and diversity data collected from a factorial field experiment designed to evaluate restoration strategies for High-Andean grasslands degraded by <i>Lepidium meyenii</i> (maca) cultivation in the Central Andes of Peru. The study focuses on the interaction between post-abandonment resting time and seed-based restoration treatments with direct relevance to sustainable livestock pasture recovery.
DOI: 10.5281/zenodo.15194034
title: CCRDNet: dataset and video results

description: Central Crop Row Detection Dataset for Agricultural Navigation







This dataset supports research in autonomous agricultural navigation, specifically for detecting central crop rows to enable precise in-row guidance systems.







Publication Details:



Paper: Extracting the central crop row with CCRDNet for universal in-row navigation in agriculture

Authors: Zheng H and Wang Q (2026)

Journal: Frontiers in Plant Science, Volume 17, Article 1744637

DOI: 10.3389/fpls.2026.1744637








Citation:







 





Zheng H and Wang Q (2026) Extracting the central crop row with CCRDNet for universal in-row navigation in agriculture. Front. Plant Sci. 17:1744637. doi: 10.3389/fpls.2026.1744637
DOI: 10.5281/zenodo.15194033
title: CCRDNet: dataset and video results

description: Central Crop Row Detection Dataset for Agricultural Navigation







This dataset supports research in autonomous agricultural navigation, specifically for detecting central crop rows to enable precise in-row guidance systems.







Publication Details:



Paper: Extracting the central crop row with CCRDNet for universal in-row navigation in agriculture

Authors: Zheng H and Wang Q (2026)

Journal: Frontiers in Plant Science, Volume 17, Article 1744637

DOI: 10.3389/fpls.2026.1744637








Citation:







 





Zheng H and Wang Q (2026) Extracting the central crop row with CCRDNet for universal in-row navigation in agriculture. Front. Plant Sci. 17:1744637. doi: 10.3389/fpls.2026.1744637
DOI: 10.15468/dl.me7xp2
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arytera litoralis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 616 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006445-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rr8kvz
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ulmus rubra",
 "Year 2000-2026"
 ]
}

 The dataset includes 713 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006446-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q59x6b
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aster koraiensis",
 "Year 1000-2017"
 ]
}

 The dataset includes 156 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006447-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37s4ec
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is PRK",
 "Year 2020-2026"
 ]
}

 The dataset includes 107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006448-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjk68g
title: Occurrence Download

description: A dataset containing 1191668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is EOD – eBird Observation Dataset",
 "StateProvince is Kerala",
 "Year 2024-2026"
 ]
}

 The dataset includes 1191668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006426-260129131611470/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.31227910
title: Diffusion Coefficients of Chorus, Hiss, and High Latitude Whistler-mode Waves at Jupiter

description: The electron diffusion coefficients due to whistler-mode chorus, hiss, and high-latitude whistler-mode waves at Jupiter are calculated. The calculation covers equatorial pitch angles from 0.5 to 89.5 degrees, energies from 30 eV to 30 MeV, and M shells from 5.5 to 13. The wave power distributions and frequency spectra are from Ma et al. (2024). The full diffusion code at Jupiter is used to calculate the diffusion coefficients (Ma et al., 2020). The diffusion coefficients can be used to analyze the electron scattering and acceleration due to whistler-mode waves in Jupiter's radiation belt.<br>Ma,Q., Li,W., Zhang,X.-J., Bagenal,F. (2020). Energetic electron scattering due to whistler mode chorus waves using realistic magnetic field and density models in Jupiter's magnetosphere. Journal of Geophysical Research: Space Physics, 125, e2020JA027968. https://doi.org/10.1029/2020JA027968<br>Ma,Q., Li,W., Zhang,X.-J., Kang,N., Bortnik,J., Qin,M., et al. (2024). Survey of whistler-mode wave amplitudes and frequency spectra in Jupiter's magnetosphere. Geophysical Research Letters, 51, e2024GL111882. https://doi.org/10.1029/2024GL111882.
DOI: 10.6084/m9.figshare.31227910.v1
title: Diffusion Coefficients of Chorus, Hiss, and High Latitude Whistler-mode Waves at Jupiter

description: The electron diffusion coefficients due to whistler-mode chorus, hiss, and high-latitude whistler-mode waves at Jupiter are calculated. The calculation covers equatorial pitch angles from 0.5 to 89.5 degrees, energies from 30 eV to 30 MeV, and M shells from 5.5 to 13. The wave power distributions and frequency spectra are from Ma et al. (2024). The full diffusion code at Jupiter is used to calculate the diffusion coefficients (Ma et al., 2020). The diffusion coefficients can be used to analyze the electron scattering and acceleration due to whistler-mode waves in Jupiter's radiation belt.<br>Ma,Q., Li,W., Zhang,X.-J., Bagenal,F. (2020). Energetic electron scattering due to whistler mode chorus waves using realistic magnetic field and density models in Jupiter's magnetosphere. Journal of Geophysical Research: Space Physics, 125, e2020JA027968. https://doi.org/10.1029/2020JA027968<br>Ma,Q., Li,W., Zhang,X.-J., Kang,N., Bortnik,J., Qin,M., et al. (2024). Survey of whistler-mode wave amplitudes and frequency spectra in Jupiter's magnetosphere. Geophysical Research Letters, 51, e2024GL111882. https://doi.org/10.1029/2024GL111882.
DOI: 10.15468/dl.3vvwzr
title: Occurrence Download

description: A dataset containing 20181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Passiflora suberosa"
 ]
}

 The dataset includes 20181 records from 414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006450-260129131611470/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.31224115.v1
title: crowd_states_10k.csv

description: <b>crowd_states_10k.csv</b> is a <b>10,000-row, dataset-only benchmark</b> created for <i>Cognitive Crowd Sense</i>, capturing <b>annotation-level AV–pedestrian interaction states</b> using interpretable cues such as <b>distance, speed, time headway, gaze confidence, crowd density, and a vulnerable-user flag</b>. It includes an <b>intent score</b> and a <b>derived crossing label (</b><code><strong>y_cross</strong></code><b>)</b> (from a gesture/intention threshold), enabling reproducible evaluation of <b>calibrated intent (π)</b>, <b>fuzzy social risk (r)</b>, and the <b>policy knob (ω)</b>—with <b>no personally identifiable information</b>.
DOI: 10.6084/m9.figshare.31224115
title: crowd_states_10k.csv

description: <b>crowd_states_10k.csv</b> is a <b>10,000-row, dataset-only benchmark</b> created for <i>Cognitive Crowd Sense</i>, capturing <b>annotation-level AV–pedestrian interaction states</b> using interpretable cues such as <b>distance, speed, time headway, gaze confidence, crowd density, and a vulnerable-user flag</b>. It includes an <b>intent score</b> and a <b>derived crossing label (</b><code><strong>y_cross</strong></code><b>)</b> (from a gesture/intention threshold), enabling reproducible evaluation of <b>calibrated intent (π)</b>, <b>fuzzy social risk (r)</b>, and the <b>policy knob (ω)</b>—with <b>no personally identifiable information</b>.
DOI: 10.15468/dl.fuph55
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atalaya capensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006451-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnnjgw
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Athyana weinmanniifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 81 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006452-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.