cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13158278.v1
title: Proteome database of Pantoea agglomerans Eh318

description: <i>Pantoea agglomerans</i> is a Gram-negative bacterium commonly found in soil, seeds, fruit, plant surfaces and in human and animal faeces. More interestingly, it could be found throughout a honeybee’s environment. This work presents the proteome database of <i>P. agglomerans</i> Eh318 by parsing the annotated proteome of the bacterium downloaded from UniProt. Comprising protein name, amino acid sequence, number of residues, molecular weight, and nucleotide sequence of each protein in the bacterium’s proteome, the resource should find use in a variety of biological workflows, particularly in functional genomics seeking to understand the mechanisms underlying specific cellular processes.
DOI: 10.6084/m9.figshare.22743980.v1
title: Endocranial volumes for fossil hominins

description: This CSV file presents estimates of endocranial volume and geological age for fossil hominin cranial material. The emphasis of this dataset is understanding the range from minimum to maximum credible estimates of endocranial volume and minimum and maximum estimates of geological ages.
DOI: 10.6084/m9.figshare.23641164.v3
title: National forest carbon harvesting and allocation dataset for the period 2003 to 2018

description: Combining the tree cover loss dataset, the interannual variation of the satellite-based vegetation index, and the provincial statistical harvested wood provided by the China Forestry and Grassland Statistical Yearbook, we produced a Long-term HarvEst and Allocation of Forest Biomass (LEAF) dataset for China, which provides spatial information on forest harvesting at a resolution of 30 m. Averaged from 2003 to 2018, forest harvesting took away 68.34 Mt C yr<sup>-1</sup>. The validation results demonstrated the accuracy and reliability of the dataset in capturing the spatial variation of harvested carbon. The file format of the product is GeoTIFF with the spatial reference of WGS84 (EPSG:4326). Each GeoTIFF file represents annual harvested forest carbon (unit: g C m<sup>−2</sup>yr<sup>-1</sup>), the absolute harvested carbon per pixel is obtained by multiplying by the corresponding pixel area. The excel provides the harvested carbon allocated to the different pools annually as well as the carbon dynamics, which have been updated to 2022. The dataset generated by this study is an important data source for estimating the carbon budget of forest ecosystems in China, which also can provide essential insights for sustainable forest management and climate change mitigation efforts.
DOI: 10.6084/m9.figshare.24546370.v1
title: Data_Sheet_1_Flexible migration by Ontario woodland caribou .csv

description: In our study, we compared GPS telemetry-based movement data from 109 radio-collared caribou across the Hudson Bay lowlands with estimates of vegetation density, snow cover, and human disturbance to identify environmental drivers associated with the probability and magnitude (distance) of migration.All distances measured in metres. Projection = EPSG 3161Migration Classes: M = obligate migratory, F = facultative migratory, N = Nomadic, S = sedentary
DOI: 10.6084/m9.figshare.25273648.v1
title: Deep-potential enabled multiscale simulation of gallium nitride devices on boron arsenide cooling substrates

description: The source data of ''Deep-potential enabled multiscale simulation of gallium nitride devices on boron arsenide cooling substrates''
DOI: 10.17632/bmwx7tvrsx
title: Impact of producer groups in Ghana cocoa sector

description: This data shows the impact of producer groups on the yield and technical efficiency of cocoa farmers.
DOI: 10.6084/m9.figshare.28630487.v1
title: Data and codes of the manuscript entitled ''China's nationwide streamflow decline driven by landscape changes and human interventions''

description: 'ReadMe.pdf' introduces the data and codes in the six folders, namely ‘Public_Fig1’, ‘Public_Figs2andS4ab’, ‘Public_Figs3andS4cd’, ‘Public_FigS1’, ‘Public_FigS2’, and ‘Public_FigsS5S6’, which are used to plot figures for the manuscript.
DOI: 10.6084/m9.figshare.28822007.v1
title: <b>Single-Cell Multiomics Reveals How Gut Microbiota Reprogram Hepatocellular Carcinoma Metabolism to Suppress NK Cell Surveillance Through PRDX1</b>

description: This study investigates the role of gut microbiota in driving immune evasion in hepatocellular carcinoma (HCC) through peroxiredoxin 1 (PRDX1)-mediated metabolic reprogramming. Using multi-omics analysis of clinical samples and experimental validation in cell and animal models, we demonstrate that HCC patients exhibit significant enrichment of Bacilli and Lactobacillales, which correlates with PRDX1 upregulation (log2FC=2.1, p&lt;0.001) and glycolytic pathway activation. Mechanistically, Bacilli infection induces PRDX1 overexpression (4.6-fold, p&lt;0.001), leading to increased lactate secretion (2.3-fold, p&lt;0.01) and suppression of NK cell function through downregulation of NKG2D ligands and cytotoxicity markers (CD107a and IFN-γ reduced by 45-52%). Importantly, targeting this pathway through PRDX1 knockdown or glycolysis inhibition (2-DG) reverses these effects and restores PD-1 antibody efficacy in vivo (40% improvement, p&lt;0.01). These findings establish for the first time a direct link between specific gut microbiota, PRDX1-driven metabolic alterations, and NK cell dysfunction in HCC, providing a mechanistic basis for novel therapeutic strategies to overcome immunotherapy resistance by modulating the microbiota-metabolism-immune axis in the tumor microenvironment.
DOI: 10.17632/k4sxpg3344
title: Autistic Traits in Adolescents who Self-harm

description: This is raw and analysis data for empirical study, entitled 'Autistic Traits in Adolescents who Self-harm'. The major objective of this study was to test the hypothesis that autistic traits predict the presence and recurrence of self-harm, and to determine any relationship mediated by the Interpersonal Psychological Theory of Suicide (IPTS). We examined autistic traits in 60 adolescents with suicidal or non-suicidal self-harm and 60 healthy controls. We assessed any interaction in Autistic Quotient (AQ) score and self-harm whether it is explained by thwarted belonging/perceived burdensomeness in the Interpersonal Needs Questionnaire (INQ); victimization in Olweus Bully/Victim Questionnaire (OBVQ); maltreatment in Childhood Trauma Questionnaire (CTQ). Impairments in communication (OR= 1.30) and social skill (OR= 1.28) predicted self-harm, yet the association became insignificant after the inclusion of thwarted belonging and perceived burdensomeness, which were independent predictors of the presence of self-harm. AQ social skill (OR= 2.24) and total (OR= 1.37) scores predicted recurrence of self-harm; the interactions were mediated by mostly thwarted belonging ( respectively, b value were 1.49 and 36.68).
DOI: 10.17632/r76ws8g8gs
title: Simultaneous calculation of the equilibrium atomic structure and its electronic ground state using density-functional theory

description: Abstract This computer program solves self-consistently the Kohn-Sham equations for the valence electrons using the iterative method suggested by Car and Parrinello. The atomic geometry is determined simultaneously using a damped dynamics approach. The computer code can handle isolated atoms, clusters, crystals, surfaces, and defects. The materials can be semiconductors and metals. The code is especially optimized to treat systems with hundreds of atoms, yet the hardware needs are just a &lt;15k$ worksta... Title of program: fhi93cp Catalogue Id: ACTF_v1_0 Nature of problem In poly-atomic systems, such as molecules [1,2], crystals and defects in crystals [3,4], and surfaces [5,6,7,8,9], it is highly desirable to evaluate the electronic structure and to determine the stable as well as metastable atomic geometry from first principles and without introducing sever approximations. For a correct treatment of the chemical binding it is most important to take the quantum-mechanical kinetic-energy operator as well as the self-consistent electronic charge density into accou ... Versions of this program held in the CPC repository in Mendeley Data ACTF_v1_0; fhi93cp; 10.1016/0010-4655(94)90187-2 ACTF_v2_0; fhi96md; 10.1016/S0010-4655(97)00117-3 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.23259107.v3
title: stream-chat-react-native - code review analysis tool

description: Data analysis results on stream-chat-react-native data set - using ESLint and SonarQube
DOI: 10.6084/m9.figshare.25213583.v1
title: RepEnTools - mm39 RMSK.gtf

description: mm39 RMSK.gtf for RepEnToolsOnly suitable for mm39Original bed12 file made with repeat masker (www.repeatmasker.org), downloaded from UCSC Table Browser (Karolchik, 2004). Last updated:<b> </b>2020-07-30The repeat masker (RMSK) annotation file employed<b> </b>in <i>RepEnTools</i> is adjusted to correctly represent the information on the repeat element.
DOI: 10.6084/m9.figshare.28537088.v1
title: A high-resolution and whole-body dataset of hand-object contact areas based on 3D scanning method

description: Hand contact data, reflecting the intricate behaviours of human hands during object operation, exhibits significant potential for analysing hand operation patterns to guide the design of hand-related sensors and robots, and predicting object properties. However, these potential applications are hindered by the constraints of low resolution and incomplete capture of the hand contact data. Leveraging a non-contact and high-precision 3D scanning method for surface capture, a high-resolution and whole-body hand contact dataset, named as Ti3D-contact, is constructed in this work. The dataset, with an average resolution of 0.72 mm, contains 1872 sets of texture images and 3D models. The contact area during hand operation is whole-body painted on gloves, which are captured as the high-resolution original hand contact data through a 3D scanner. Reliability validation on Ti3D-contact is conducted and hand movement classification with 95% precision is achieved using the acquired hand contact dataset. The properties of high-resolution and whole-body capturing make the acquired dataset exhibit a promising potential application in hand posture recognition and hand movement prediction.
DOI: 10.6084/m9.figshare.28732166.v1
title: SMART Grant Data Repository Files

description: Data used by Wildan, BSOOB's Partner, to review, analyze and propose a plan for action in the electrification of the BSOOB Fleet and supporting the fleet with an energy source that allows BSOOB transit to have an energy source to power the buses.
DOI: 10.6084/m9.figshare.11394687.v1
title: Napf_data

description: The folder contains the landslide inventory data (landslide.xlsx), the rainfall time series of the triggering storm (rainfall.xlsx), the DEM (dem.txt), and the map of vegetation (vegetation.txt) in the Napf catchment, Switzerland. The recorded landslide attributes include: coordinates and elevation (measured at the top of each landslide), average slope, maximum length, maximum width, and volume. The triggering rainfall storm on 15-16 July 2002 lasted for 6 hours. Rainfall intensity at each minute is recorded in the rainfall.txt file. The DEM and vegetation map are projected to the spatial reference of CH1903_LV03. A value of 0 in the vegetation.txt file represents bare soil/meadow and a value of 1 represents vegetation (shrubs and small trees).
DOI: 10.6084/m9.figshare.29091476.v1
title: Mutation profiling of RdRp Motifs A, C, F, G of SARS-CoV-2 nsp12 - Genomic Surveillance of 3106 Sequences (Jan to Apr 2025) with respect to wild type wuhan-hu-1

description: This dataset presents a targeted mutation analysis of conserved functional motifs A, C, F, and G in the RNA-dependent RNA polymerase (nsp12) of SARS-CoV-2. The study is based on <b>3106 global sequences collected between January and April 2025 </b>, aligned to the Wuhan-Hu-1 reference genome.Using motif-specific alignment and consensus calling, I identified <b>high-frequency mutations </b>across the four key domains of nsp12:<b>Motif A </b>(RdRp active site)<b>Motif C </b>(NTP-binding region)<b>Motif F </b>(Palm domain)<b>Motif G </b>(Finger domain)Mutation tables include:Nucleotide positionReference and alternate basesCodon start/endAmino acid changeMutation type (synonymous / non-synonymous)These findings provide insight into ongoing sequence variation in functionally critical regions of the viral polymerase and may support future monitoring of RdRp evolution and drug resistance trends.All files are structured for reuse and include per-motif mutation tables derived from Jan to Apr 2025 global data.
DOI: 10.17632/xs8p2d32fy
title: information technology in health care web technology education

description: scientific computing ,health technology,agriculture technology
DOI: 10.25452/figshare.plus.18095906.v1
title: Front color images supporting "Functional movement screen dataset collected with two Azure Kinect depth sensors"

description: This is color images of Azure Kinect sensor in front position. <br><br> This dataset supports the following publication: Xing, QJ., Shen, YY., Cao, R. et al. Functional movement screen dataset collected with two Azure Kinect depth sensors. Sci Data 9, 104 (2022). https://doi.org/10.1038/s41597-022-01188-7 <br>See related materials in collection at: https://doi.org/10.25452/figshare.plus.c.5774969 <br><br>Collection Description: This presents a dataset for vision-based autonomous functional movement screen (FMS) collected from 45 human subjects of different ages (18-59 years old) executing the following movements: deep squat, hurdle step, in-line lunge, shoulder mobility, active straight raise, trunk stability push-up, and rotary stability. Specifically, shoulder mobility was performed only once by different subjects, while the other movements were repeated for three episodes each. Each episode was saved as one record and was annotated from 0 to 3 by three FMS experts. The main strength of our database is twofold. One is the multimodal data provided, including color images, depth images, and 3D human skeleton joints. The other is the multiview data collected from the two synchronized Azure Kinect sensors in front of and on the side of the subjects. Finally, three-dimensional trajectories, quaternions, and 2D pixel trajectories of 32 joints were recorded. Our dataset contains a total of 1812 recordings, with 3624 episodes. The size of the dataset is 158 GB. As a supplement, we also provide color image data from the other two cameras (back and side low positions). This dataset provides the opportunity for automatic action quality evaluation of FMS.
DOI: 10.6084/m9.figshare.13489239.v1
title: Peacock Chinese Twitter Corpus (PCTC)

description: The Peacock Chinese Twitter Corpus (PCTC) contains 4911813 tweets (including original tweets and replies, excluding retweets) made in simplified Chinese from 2007 to 2020. The documents are stored in MongoDB in JSON format.User Interface: www.peacockpus.com
DOI: 10.17632/777khxfw7c
title: weather dataset

description: weather dataset
DOI: 10.17632/x6ph2nkrmm
title: Sample Powder X-ray Diffraction data of CeMg3

description: This sample Powder X-ray Diffraction data of CeMg3 is used for FullProf tutorial https://fullprof.readthedocs.io/ The data file contains 2theta vs intensity data in two column plaintext (.x_y) format.
DOI: 10.6084/m9.figshare.19702015.v1
title: 60 days PV power data

description: In 60DaysPV.csv: 60 consecutive days' V power. The time interval is 10 min. Every column is the time-series data for one day. <br> In types.csv: the numbers 1, 2, and 3 are the weather types.
DOI: 10.6084/m9.figshare.7940588.v1
title: Results of EMERGENCIES AND DISASTERS evaluation and participants' characteristics

description: Results of EMERGENCIES AND DISASTERS evaluation and participants' characteristics
DOI: 10.17632/4xk5w69yr5
title: Prioritized experience replays on a hippocampal predictive map for learning

description: Original datasets obtained from the all rats in the paper "Prioritized experience replays on a hippocampal predictive map for learning" by Igata et al.
DOI: 10.17632/9cw8gpbkxm
title: Knowledge, Attitudes and Perceptions of Hidradenitis Suppurativa among Young Adults in Singapore

description: Background: The prevalence of hidradenitis suppurativa (HS) is 0.00033% to 4.10% globally. Few epidemiological studies derive from Asia, with social stigmatisation postulated to result in under-diagnosis. 
 
Objective: This study aimed to assess the self-reported prevalence of HS, and the knowledge, attitudes, and perceptions towards HS among Singaporean young-adults. 
 
Methods: A cross-sectional study (n=158) was conducted by anonymous online questionnaire. The association between demographic factors and risk of potentially undiagnosed HS was evaluated using multivariable logistic regression. Differences between attitude-perception scores by demographic factors and knowledge of HS were tested using two-sample t-tests. 
 
Results: The prevalence of diagnosed and potentially undiagnosed HS was 0.63% and 8.9%, respectively. Non-Chinese had significantly higher social attitude-perception scores than Chinese (p=0.029). Females had significantly higher social (p=0.048) as well as economic and work (p=0.037) attitude-perception scores than males. Those with knowledge of HS had significantly higher attitude-perception scores for interpersonal (p=0.031) and social (p=0.0052) subsections.
 
Limitations: Small sample size, low frequency of HS cases, and self-reported prevalence may not generalise to the broader population in Singapore.
 
Conclusion: Our results suggest a potential underdiagnosis of HS. Non-Chinese stigmatise HS less than Chinese, and females less than males. Individuals with knowledge of HS might be more open to interpersonal and social interactions with HS sufferers.
DOI: 10.17632/jz4cp8tzg6
title: Supporting data for 'Adiponectin reduces immune checkpoint inhibitor-induced inflammation without blocking antitumor immunity'

description: This dataset contains supporting and additional data for the manuscript 'Adiponectin reduces immune checkpoint inhibitor-induced inflammation without blocking antitumor immunity'. 
This includes:
- gating strategies for flow cytometry experiments and analyses 
- full HALLMARK gene set analysis in intestinal macrophages form a scRNA Seq experiment 
- single stain images for multiplex immunofluorescence imaging 
- Original uncut Western Blot images, T-cell receptor analyses
- an updated version of the scType maker genes used to annotate cell population in the scRNA Seq experiment
DOI: 10.4121/uuid:bf547674-afad-4d98-89fe-ecb58929cb15
title: LDA pipe flow data

description: radial profiles of flow statistics for turbulent pipe flow at (nominal) Reynolds numbers of 5000, 10000, 17500 and 25000.
DOI: 10.6084/m9.figshare.11470833.v1
title: Supplementary File S4. Repetitive regions of the C. elegans genome

description: <b>Supplementary File S4.</b> Repetitive regions of the <i>C. elegans</i> genome (VC2010) in the bed file format
DOI: 10.17632/tx567ttgyk
title: An algorithm to process, clean and aggregate the data from IVOG® electronic feeding stations

description: This combination of two RMarkdown reports describes a process of processing, cleaning and aggregating the data of IVOG® electronic feeding stations (Hokofarm group, the Netherlands). Along the way, the algorithms create visualisations and quantifications of the data, the choices made and their effects. In addition, different datasets are created and exported for future use. As all the code is provided and RMarkdown files can be easily reproduced, these algorithms can be used to clean your data, aggregate it to different levels, and gain more insight into your data's patterns and quality. In some cases and with some adaptations, the algorithm could also be applied to other types of feeding stations and sensors, for more information on this we refer to the README file.

The algorithm covers eight main parts, split across two reports: 1) Pre-processing to put the data in the right format; 2) Assessing data completeness and visualisation of its pre-cleaning quality; 3) Cleaning of the data using pre-set rules; 4) Visualisation and summary of the cleaning results; 5) Aggregation of the data to different time and subject levels; 6) Calculation of a meal criterion using a three-part probability density function; 7) Application of the meal criterion to aggregate the data further to the meal level; and 8) Visualisation of the meal-level data.

More information on different parts of the algorithm and on preparatory steps to take before the algorithm can run can be found shortly in the first chunk of each RMarkdown file ('setup') and more elaborately in the README file. A description of all used variables can also be found in the README file. For the most effective use of the algorithm, we advice to start by reading the README file.
DOI: 10.17611/dp/16862700
title: Surface-Wave Radiation Patterns for December 06, 1981 MW 6.3 NEW BRITAIN REGION, P.N.G.
DOI: 10.17611/dp/16862730
title: Surface-Wave Radiation Patterns for December 09, 1982 MW 6.0 EASTER ISLAND REGION
DOI: 10.15468/dl.cc4m3q
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026981-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17611/dp/16862760
title: Surface-Wave Radiation Patterns for December 11, 1981 MW 6.2 NEW BRITAIN REGION, P.N.G.
DOI: 10.17611/dp/16862790
title: Surface-Wave Radiation Patterns for December 13, 1982 MW 6.2 WESTERN ARABIAN PENINSULA
DOI: 10.17611/dp/16862820
title: Surface-Wave Radiation Patterns for December 14, 1981 MW 6.0 SOUTH SANDWICH ISLANDS REGION
DOI: 10.17611/dp/16862850
title: Surface-Wave Radiation Patterns for December 17, 1982 MW 6.5 TAIWAN REGION
DOI: 10.17611/dp/16862880
title: Surface-Wave Radiation Patterns for January 01, 1982 MW 6.6 BONIN ISLANDS, JAPAN REGION
DOI: 10.17611/dp/16862910
title: Surface-Wave Radiation Patterns for January 04, 1982 MW 6.5 MARIANA ISLANDS
DOI: 10.17611/dp/16862940
title: Surface-Wave Radiation Patterns for January 04, 1982 MW 6.4 SOUTH OF FIJI ISLANDS
DOI: 10.17611/dp/16862970
title: Surface-Wave Radiation Patterns for January 11, 1982 MW 7.1 LUZON, PHILIPPINES
DOI: 10.17611/dp/16863000
title: Surface-Wave Radiation Patterns for January 18, 1982 MW 6.6 AEGEAN SEA
DOI: 10.17611/dp/16863030
title: Surface-Wave Radiation Patterns for January 20, 1982 MW 6.2 NICOBAR ISLANDS, INDIA REGION
DOI: 10.17611/dp/16863060
title: Surface-Wave Radiation Patterns for January 23, 1982 MW 6.3 XIZANG
DOI: 10.17611/dp/16863090
title: Surface-Wave Radiation Patterns for January 24, 1982 MW 6.6 LUZON, PHILIPPINES
DOI: 10.17611/dp/16863120
title: Surface-Wave Radiation Patterns for February 20, 1982 MW 6.8 SANTA CRUZ ISLANDS
DOI: 10.17611/dp/16863150
title: Surface-Wave Radiation Patterns for February 20, 1982 MW 6.5 OFF EAST COAST OF HONSHU, JAPAN
DOI: 10.17611/dp/16863180
title: Surface-Wave Radiation Patterns for March 11, 1982 MW 6.5 SUMBAWA REGION, INDONESIA
DOI: 10.17611/dp/16863210
title: Surface-Wave Radiation Patterns for March 21, 1982 MW 6.9 HOKKAIDO, JAPAN REGION
DOI: 10.17611/dp/16863240
title: Surface-Wave Radiation Patterns for April 06, 1982 MW 6.7 NEAR COAST OF GUATEMALA
DOI: 10.17611/dp/16863270
title: Surface-Wave Radiation Patterns for May 02, 1982 MW 6.4 KERMADEC ISLANDS REGION
DOI: 10.17611/dp/16863300
title: Surface-Wave Radiation Patterns for May 07, 1982 MW 7.0 EAST OF SOUTH SANDWICH ISLANDS
DOI: 10.17611/dp/16863330
title: Surface-Wave Radiation Patterns for May 31, 1982 MW 6.5 KOMANDORSKIYE OSTROVA REGION
DOI: 10.17611/dp/16863360
title: Surface-Wave Radiation Patterns for June 01, 1982 MW 6.4 OFF COAST OF SOUTHERN CHILE