cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27886629.v1
title: Gut microbiota and quantitative traits divergence at different altitude of long-tailed dwarf hamsters, <i>Cricetulus longicaudatus</i>

description: The long-tailed dwarf hamster individuals were captured from Qin County (QQX, 112.66°E, 36.91°N), Zuoquan County (ZQQ, 113.29°E, 37.09°N), Shanyin County (SHY, 112.78°E, 39.54°N), Xi County (XIX, 112.78°E, 39.54°N), Loufan County (LOF, 111.79°E, 36.73°N), Linchuan County (LNC, 113.31°E, 35.79°N), Wuzhai County (WZA, 111.62°E, 38.93°N) and Kelan County (KEL, 111.77°E, 38.67°N) in Shanxi Province, during the summer of 2024. The animals used in this study were all healthy adult males individuals at the non-breeding stage. The morphological indicators were determined after capture. The determination references were as follows: body weight (BW) (accurate to 0.01 g), body length (BL), tail length, left forelimb length (FLL(left)), left hindlimb length (HLL(left)), cranial length (CL), cranial basal length (CBL), neurocranium width (NW), cranial height (CH), upper tooth row length on the left side(UTRL(left)), and lower tooth row length on the left side(LTRL(left)) (accurate to 0.01 cm). Samples of rectal feces were taken from long-tailed dwarf hamsters in the wild and then kept at -80°C until they were subjected to high-throughput 16S rDNA sequencing. The experimental protocols were carried out strictly in compliance with the People's Republic of China's Ministry of Science and Technology's Regulations on the Administration of Laboratory Animals (2017 revision).
DOI: 10.17632/bwswc4h9yb
title: Supplemental figures: Clinicopathologic comparison of Rowell syndrome, erythema multiforme, and subacute cutaneous lupus erythematosus

description: Figure 2: Subacute cutaneous lupus erythematosus. A: Polycyclic erythematous plaques with peripheral scale. B and C: Cell-poor interface dermatitis, epidermal atrophy, and sparse lymphocytic infiltrate with abundant dermal mucin (B: H&E, 40x magnification; C: H&E, 200x magnification). D: Perieccrine plasmacytoid dendritic cells highlighted by CD123 (CD123 with red chromagen, 400x magnification). Figure 3: Erythema multiforme. A: Typical target with three zones of color change and central vesiculation. B: Orolabial erosions. C: Lichenoid interface dermatitis with partial epidermal necrosis. D: Absence of perieccrine plasmacytoid dendritic cells (CD123 with red chromagen, 200x magnification).
DOI: 10.17632/p67yb9z8ph
title: Dataset of determinants to health workers readiness towards e-pregnancy monitoring system

description: This data provides information concerning the current implementation performed during the antenatal care service in primary health care and the factors related to readiness to adopt an electronic monitoring system.
DOI: 10.6084/m9.figshare.23596707.v1
title: Whole genome sequencing for mc<sup>2</sup>6206 <em>M. tuberculosis</em> drug-resistant mutants.

description: Whole genome sequencing results for 48 mono-drug resistant<em> M. tuberculosis</em> mc<sup>2</sup>6206 mutants. The most probable drug-resistance conferring mutation is denoted as the 1st mutation, while other mutations in the genome are listed in succession thereafter. <br>
DOI: 10.6084/m9.figshare.29126033.v1
title: Genotyping data for <i>Quercus glauca</i>, <i>Quercus multinervis</i>, <i>Castanopsis tibetana</i>, <i>Castanopsis faberi</i>, and <i>Castanopsis fargesii</i>

description: "SSR_ALL.txt" is the genotyping data for all 601 samples of the <i>Quercus</i><i> glauca</i>, <i>Quercus</i><i> multinervis</i>, <i>Castanopsis</i><i> tibetana</i>, <i>Castanopsis</i><i> faberi,</i> and <i>Castanopsis</i><i> </i><i>fargesii</i> scored using Genemarker v. 2.2 in TXT format.
DOI: 10.17632/rschxhwgvw
title: Understory species map in Connecticut US

description: We created maps of four understory classes (i.e., native shrubs of greenbrier and mountain laurel, and invasive shrubs of barberry and the assemblage of mixed invasive) at 10 m resolution in Connecticut’s deciduous forest in 2020. A harmonic time series model and three years of Sentinel-2 time series from 2019 to 2021 were used to classify understory species based on their unique, intra-annual phenology characteristics. The time series model coefficients captured the subtle phenology differences and created synthetic cloud-free images within a short temporal window (e.g., on the 100th and 120th day of year) in the spring prior to canopy leaf-on (hereafter called ‘observe window’), in which Sentinel-2 data penetrated the deciduous overstory canopy and observed the unique trajectories of different understory species due to their phenology differences. As the different conditions of leaf growth in the observation window presented distinct spatial patterns within deciduous forests, we also calculated multiple texture features (i.e., mean, second moment, and contrast from gray level co-occurrence matrix) based on the synthetic images created within the observation window. By using the spectral, temporal, and spatial features as input variables from dense Sentinel-2 data, auxiliary data (i.e., LiDAR and soil drainage layer), a random forest classifier, and a new strategy to iteratively select representative samples (namely ISRS), understory species maps were created with an overall accuracy of approximately 93%, and the user’s and producer’s accuracies varied from 39% to 99% for the three mapped understory species and one assemblage of species. The proposed method created an accurate binary map of understory presence with an overall accuracy of 95%, a producer’s accuracy of 84%, and user’s accuracy of 68%. Additionally, we separated the invasive (i.e. barberry and mixed invasive of multi-flora rose, oriental bittersweet, honeysuckle, winged euonymus, and autumn olive) and native (greenbrier and mountain laurel) species with an overall accuracy of 94%. We estimated that the invasive species cover an area of 649.33±140.59 km2, which occupies a large proportion (~53%) of the shrub understory in Connecticut’s deciduous forests. With enough accurate training data collected, this classification strategy has the potential to be applied at a much larger spatial extent than Connecticut within the Sentinel-2 era.
DOI: 10.6084/m9.figshare.1138718.v1
title: 2012 Santorini LiDAR data

description: Datasets from a LiDAR survey of the Greek volcanic islands of Nea Kameni and Palea Kameni, Santorini, Greece. Data were collected during a NERC ARSF flight campaign EU-12-12-137. See the open access paper in GeoResJ by Evi Nomikou et al., (2014) for details; http://dx.doi.org/10.1016/j.grj.2014.02.002
DOI: 10.6084/m9.figshare.17122301.v2
title: Supplementary Material for: Evolutionary and allometric insights into anuran auditory sensitivity and morphology

description: As species change through evolutionary time, the neurological and morphological structures that underly behavioral systems typically remain coordinated. This is especially important for communication systems, in which these structures must remain coordinated both within and between senders and receivers for successful information transfer. The acoustic communication of anurans (“frogs”) offers an excellent system to ask when and how such coordination is maintained, and to allow researchers to dissociate allometric effects from independent correlated evolution. Anurans constitute one of the most speciose groups of vocalizing vertebrates and females typically rely on vocalizations to localize males for reproduction. Here, we compile and compare data on various aspects of auditory morphology, hearing sensitivity and call dominant frequency across 81 species of anurans. We find robust, phylogenetically independent scaling effects of body size for all features measured. Furthermore, after accounting for body size, we find preliminary evidence that morphological evolution beyond allometry can correlate with hearing sensitivity and dominant frequency. These data provide foundational results regarding constraints imposed by body size on communication systems and motivate further data collection and analysis using comparative approaches across the numerous anuran species.
DOI: 10.17632/jmhz4826f2
title: Okra Image Dataset

description: Okra is such an important, nutritious crop that combats malnutrition and promotes a greener way of producing agricultural produce. Therefore, in improving the quality, palatability, and culinary uses, the harvesting maturity is classified into mature, over-mature, and under-mature forms that are achieved through the non-invasive method. Okra has to be categorized into different maturity levels to identify the appropriate time for harvesting, maintain market standards, reduce post-harvest losses, and improve its culinary versatility. Accurate classification will allow farmers to get better prices, satisfy consumer expectations, and ensure effective agricultural practices. This dataset was compiled from images taken using a standard RGB camera. It shows okra samples at various maturity levels divided into three categories. Images were taken under controlled illumination, using a standard RGB camera. Okra samples represent specimens from several farms, as well as from vegetable dealers, and can be varied with respect to their appearance in view of different maturity stages. Thus, this dataset will include variability that is inherently part of real-life farming and market environments. These are some of the most important datasets in the non-invasive assessment and classification of okra maturity for quality enhancement in agriculture and market readiness.
DOI: 10.24376/rd.sgul.21565557.v1
title: Code Lists for Diabetes and Infections Study

description: Excel workbook containing code listings for Diabetes and Infection study. <br> It consists of the following datasheets Read and SNOMED CT codes for a diagnosis of pre-diabetes Read and SNOMED CT Codes for a test result indicative of pre-diabetes Read and SNOMED CT codes for a diagnosis of type 2 diabetes Read and SNOMED CT codes for a diagnosis of type 1 diabetes Read and SNOMED CT codes for a non-specific diagnosis of diabetes Read and SNOMED CT codes for primary care infections ICD-10 Codes for hospital infections
DOI: 10.6084/m9.figshare.28912433.v1
title: BR_annotations

description: This database annotates the Black Redstart Phoenicurus ochruros genome, a passerine bird species of ecological and evolutionary interest. The resources were generated to support downstream genomic analyses, including functional enrichment, gene expression, and pathway analysis. The dataset includes the following components:1. Protein FASTA File (BR.aa)Contains the predicted protein sequences derived from the genome assembly.2. Coding Sequence FASTA (BR.codingseq)Includes nucleotide sequences of protein-coding regions.3. Functional Annotation File (BR_april25_annotated.gff)Provides gene-level functional descriptors.4. EggNOG-mapper Output (BR_emapper.emapper.annotations and BR_emapper.emapper.hits)Produced using eggNOG-mapper.
DOI: 10.17632/7d3tndptty
title: Smart Farming Irrigation Systems using Internet of Things

description: The data was collected through a questionnaire that was administered to participants to capture their opinions, experiences, and perceptions on IoT Smart Farming Irrigation Systems. A panel consisting of 10 experts participated in a Delphi Survey exercise. This survey was conducted in two iterative questionnaire rounds with each round building on the responses from the previous round to refine the data.  

Inductive coding method was used to analyze the textual responses from the Delphi panel of experts. The initial phase of the coding process involved reading the data and identifying key phrases that participants mentioned.  The initial codes were subsequently reduced into categories and duplicates were removed to refine the data for further analysis. This was finally followed by developing a hierarchical coding framework the themes that emerged from the responses. 

The panel of experts completed all iterative rounds with their informed consent. Participants had the right to withdraw from the Delphi survey at any stage during the exercise.
DOI: 10.17632/j4j97nbfrm
title: MCH-Memory
DOI: 10.6084/m9.figshare.14906373.v4
title: NH3 raman

description: Quantative Raman spectra of ammonia under elevated temperature for combustion research applications
DOI: 10.6084/m9.figshare.22732166.v1
title: A Protocol and Training Dataset for Facial Analytics from a Coordinate Extrapolation System for Developing Zebrafish (zFACE)

description: Here we provide a protocol and training dataset for a method to rapidly analyze craniofacial development in zebrafish embryos using facial analytics based on a coordinate extrapolation system, termed zFACE. Morphometric data are captured based on anatomical landmarks present in confocal images of zebrafish facial regions at different stages of development. Phenotypic variation and changes in facial morphology can be assessed using the morphometric data. A detailed protocol, training dataset consisting of 28 confocal images of the faces of 5 day post-fertilization wild-type AB zebrafish embryos, and templates to assist with processing the data are provided. For complete details on the use and execution of this protocol, please refer to Maili et al., Dis Model Mech. 2023 Apr 27:dmm.049868. doi: 10.1242/dmm.049868.
DOI: 10.6084/m9.figshare.9944759.v2
title: ACDC, a global database of amphibian cytochrome-b sequences using reproducible curation for GenBank records

description: ACDC represents a curated database of all Amphibia cytochome-b sequences present on GenBank. ACDC also provides an R script to reproduce our workflow for other genes and species.
DOI: 10.6084/m9.figshare.28590413.v1
title: <b>Life's crucial 9 score and chronic kidney disease</b>

description: <b>Life's crucial 9 score and chronic kidney disease: the mediating role of systemic inflammation and </b><b>oxidative stress</b>
DOI: 10.17632/wjtsyns735
title: Las 5 fuerzas de Porter

description: las 5 fuerzas de Porter.
DOI: 10.17632/yhx6dfy8jr
title: Tinjauan Yuridis Persaingan Usaha Tidak Sehat Dalam Bentuk Permainan Harga di Pasar (Studi Kasus Putusan Perkara Nomor: 03/KPPU-L/2020)

description: Juridically, business competition law in Indonesia is regulated in Law no. 5 of 1999 concerning Prohibition of Monopolistic Practices and Unfair Business Competition. This article is a juridical review of Case Decision Number: 03/KPPU-L/2020 which was handled by the Business Competition Supervisory Commission (KPPU) where PT. Conch South Kalimantan Cement as a business entity that carries out production and sales in the cement industry with the types Ordinary Portland Cement (OPC) and Portland Composite Cement (PCC) in South Kalimantan has carried out unfair business competition practices in the form of predatory pricing, namely selling at a loss and /or setting very low prices with the aim of eliminating or killing competitors' businesses in the relevant market which is prohibited in Article 20 of Law no. 5 of 1999. The decision issued by the KPPU Council stated that PT. Conch South Kalimantan Cement legally and convincingly has violated Article 20 of Law no. 5 of 1999 based on the consideration that the KPPU has the authority to impose sanctions in the form of administrative action against business actors who violate the provisions of Law no. 5 of 1999. This research is included in normative legal research with a statutory approach. This research concludes that PT. Conch South Kalimantan Cement has fulfilled the elements of predatory pricing contained in Article 20 of Law No. 5 of 1999.
DOI: 10.26188/5da5507e33fe6
title: EPiC database - Concrete 40 MPa

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Concrete is a composite material combining sand or other fine aggregates, coarse aggregates, a binder and water. Portland cement is the most commonly used binder, however other binders, such as polymers, may also be used. Supplementary Cementitious Materials (SCM) such as Fly Ash and Ground, Granulated Blast Furnace Slag (GGBFS), are also commonly used as a part replacement for Portland cement. Additives, such as plasticisers can be added to the mix to control concrete properties, such as workability. Concrete is usually combined with steel reinforcement to improve tensile strength.<br><br>Concrete is one of the most commonly used construction materials. It is highly durable and is thus typically used for structural elements in buildings and infrastructure projects. Concrete can be manufactured to meet a variety of strength grades. Concrete 40 MPa is commonly used in commercial and civil construction, for structural beams and columns, where increased durability and load-bearing capacity are required.<br><br>
DOI: 10.6084/m9.figshare.11911014.v1
title: Dataset for the paper Income distribution of scalable vs. non-scalable occupations

description: Dataset for the paper Income distribution of scalable vs. non-scalable occupations
DOI: 10.6084/m9.figshare.26788267.v1
title: <b>Addressing the Role of eHealth Literacy in Shaping Popular Attitudes Towards</b><b> Post-COVID-19 Vaccination </b><b>Among</b><b> Chinese</b><b> Adults</b>

description: Dataset for the article titled “Addressing the role of eHealth literacy in shaping popular attitudes towards post-COVID-19 vaccination among Chinese adults”
DOI: 10.6084/m9.figshare.5436034.v1
title: Music.Popular.MovieThemes.MIDI

description: A collection of pieces of polyphonic music MIDI coded. This group is specifically for movie themes. These files are intended to hear the actual sound of each piece of music. The text files behind these sonic files are analyzed and results are presented in DOI: 10.6084/m9.figshare.5435953 . You won't be able to directly ear music from these files. But you can download and open them with an audio-player software. To see the text representing the music you ear, open the file pretending it is a text-file.
DOI: 10.17632/7yhsstw9n4
title: Base Load_PV_Wind Power Production

description: This excel file includes three sheets. The first sheet contains the consumption power of the uncontrollable load of one-day energy planning of a residential end-user. The second sheet contains the local photovoltaic power generation of a residential building. The third sheet contains the local wind power generation of a residential building.
DOI: 10.17632/s7gcxv2rn6
title: Phosphoglycerate kinase 1 contributes to diabetic kidney disease through enzyme-dependent and independent manners

description: Diabetic kidney disease (DKD) is characterized by abnormal metabolic profiles. Metabolomics revealed increased serum levels of 3-phosphoglycerate (3-PG) in DKD patients. The protein expression of phosphoglycerate kinase 1 (PGK1), a key rate-limiting enzyme for 3-PG synthesis, was concomitantly upregulated in DKD patients and mice. The development of DKD was significantly mitigated by renal tubular epithelial cell-specific knockout of PGK1 and robustly worsened by PGK1 overexpression. Mechanistically, PGK1-dependent enzymatic production of 3-PG facilitated DKD through inhibiting GPX1 to activate the NLRP3 inflammasome. PGK1 promoted UNC5CL-mediated inflammation by binding with aldehyde dehydrogenase-1 L1 (Aldh1l1) through its non-enzymatic activity. The transcription factor paired box protein 5 (PAX5) mediated the upregulation of PGK1 in DKD. High-throughput screening revealed that C-16 from ChemDiv, the natural product lirinidine, and the FDA-approved Oxantel Pamoate were potent PGK1 antagonists and efficaciously prevented DKD. Overall, blocking PGK1 may be a promising avenue for DKD management. Here, we had put the raw blots (unadjusted and uncropped blots with size markers) and raw stained images for cells in Mendeley.
DOI: 10.25375/uct.11925582.v1
title: How well do buffer circles capture the ranging behaviours of territorial raptors? CSV data sets for 2019/2020 Masters Thesis

description: Data that was created from the original tracking data that was sorted into various csv files according to what was being analysed. All data was calculated using the 95% buffer circle. Big_ranges.csv includes all of the home ranges areas for the two vulture species that had significantly large home range areas. Buffers.csv contains the percentage of the average home range area captured within a certain-sized buffer circle for each species. GPS_fixes_and_KDE_area_95%.csv contains the data for what percentage of GPS fixes and the Kernel area captured within the calculated buffer circle during the Annual, Breeding and Non-breeding period. Home_ranges_95%.csv has the average home range area per tagged individual, average home range area per species, and the calculated 95% buffer circle radius per species.
DOI: 10.6084/m9.figshare.1577677.v1
title: rs-fMRI dataset of CD

description: The 3 dataset of conduct disorder patients from 13 to 15 used in this study.
DOI: 10.6084/m9.figshare.28902761.v1
title: Dataset for the manuscript. Suprun, K. (forthcoming). Implementation of the performance-based funding policy in Ukrainian higher education: impact on institutional behaviour?

description: The dataset provides primary quantitative data for the policy implementation analysis of the performance-based funding formula at Ukrainian higher education institutions during 2020-2021.
DOI: 10.6084/m9.figshare.9884309.v1
title: Figure 3 - Novel mitochondrial genome diversity revealed by targeted single-cell genomics.

description: Data set and R Markdown for generating Figure 3.<br>
DOI: 10.17632/6wvrz36cy2
title: X-ray spectra after shieldings in x-ray rooms. Monte Carlo simulation data.

description: This dataset contains the results of the Monte Carlo simulations that form the basis of the article: 
"X-ray spectrum after shieldings in x-ray rooms"
2025.
DOI: 10.6084/m9.figshare.17109326.v1
title: count-data-marrow-annotated.rds

description: tissue-specific single-cell read count data showing the changes with parabiosis
DOI: 10.6084/m9.figshare.17427620.v1
title: Untitled Item

description: Raw data sharing for PeerJ 67571: Cardiac morphology changes of horses as a response to training for various types of sports
DOI: 10.6084/m9.figshare.25053089.v1
title: original data of radar extrapolation

description: The original data of radar extrapolation, with a size of 1024<i>1012, becomes 452</i>452 after normalization and sampling.ruda
DOI: 10.6084/m9.figshare.27073465.v1
title: casia-aligned-112x112

description: Used to training Face Recognition model
DOI: 10.6084/m9.figshare.28547015.v1
title: Supplementary File 3: 75p_NT_RAW

description: Supplementary File 3: 75p_NT_RAW