cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24248137.v1
title: scopus fix_digital marketing.xlsx

description: This study conducts a bibliometric analysis of digital marketing literature in small and medium enterprises (SMEs) over the past two decades, using 295 documents from the Scopus database and employing VOSviewer and RStudio with "biblioshiny." It explores co-authorship, co-occurrence, and co-citation patterns to reveal collaborative networks, research focus, and influential works in this domain. The findings offer valuable insights for future research on SME digital marketing, aiding future studies and informing SME marketing strategies. They also emphasize the critical role of digital transformation and technology integration in SME growth. The study's scope is limited to Scopus research publications, yet it enhances comprehension of research developments and future directions in SME-focused digital marketing. This paper stands out due to its unique combination of SME digital marketing focus and bibliometric mapping methodology. By conducting such analysis, it offers a systematic, data-driven approach to identify key trends and research areas in SME digital marketing, enabling a comprehensive assessment of existing literature and spotlighting noteworthy topics and potential research gaps.<br>
DOI: 10.6084/m9.figshare.28466687.v1
title: ribfrac-train-2

description: The RibFrac dataset, publicly available from the RibFrac Challenge: Rib Fracture Detection and Classification, organized by the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), was chosen for inclusion in this study.The data can be accessed at https://ribfrac.grand-challenge.org/dataset/.The dataset is composed of 3D rib CT images in the format of the Neuroimaging Informatics Technology Initiative (NIFTI), and annotated by multiple radiologists with varying years of experience in chest CT interpretation using the human-in-the-loop labeling program to ensure high-quality annotation.
DOI: 10.6084/m9.figshare.28573763.v1
title: Dahu Lake paleoclimate data

description: The <b>Dahu_Lake_data.xlsx</b> contains three sheets: <b>Organic, Geochemical,</b> <b>Diatom</b>, and <b>14C</b>.The <b>Organic</b> sheet includes carbon and nitrogen contents, elemental ratios, and the carbon isotopic composition of organic matter in core sediments from Dahu Lake, northern Taiwan. These proxies were used to infer changes in organic matter sources, which provided insights into runoff conditions and helped identify typhoon events in the region.The <b>Geochemical</b> sheet contains the concentrations of leached elements (K, Mn, Na, Sr, Ti, Al, Fe) and K/Na ratios in core sediments. This data helped track changes in the intensity of chemical weathering in the region, supporting the interpretations derived from the organic data.The <b>Diatom</b> sheet presents the abundances of diatoms categorised by their preferred habitats, including <b>planktonic, benthic,</b> and <b>epiphytic</b> species, along with their total concentrations in the core sediments.The <b>14C </b>sheet contains the radiocarbon ages of the samples at different depths using different materials.<b>Abstract of the Manuscript</b>To enhance the understanding of the Holocene climate in northern Taiwan, where early to mid-Holocene paleoclimate data is sparse, a study was designed to collect a lake core from Dahu Lake in the Ilan Plain, located in the northeastern part of Taiwan. To investigate the climate, a multiproxy approach was employed, examining geochemical elements, diatoms, total organic carbon (TOC), total nitrogen (TN), their ratios (TOC/TN), and carbon isotopic compositions (δ¹³Corg). Diatom data indicated that the area primarily functioned as a riverine system, with occasional time frames of lake level situations during 6.6, 5.0, 3.7, 2.1, 1.0, and 0.4–0.2 cal kyr BP. The multiproxy analysis, which included TOC, TN, TOC/TN, and δ¹³C<sub>org</sub>, suggested substantial terrestrial input. Elevated levels of Ti and the presence of illite pointed to sporadic overflow from the Lanyang River. Additionally, high K/Na ratios indicated intense chemical weathering. These combined findings implied increased typhoon activity during the periods 7.7–4.9, 3.8–3.6, 3.3–2.8, 2.2–2.0, 1.2, 1.0, and 0.5–0.2 cal kyr BP. In contrast, the periods between these frequent typhoons or wetter climate events were relatively drier, as evidenced by sediments that primarily originated from the Ilan River. The typhoon activities were a response to a strong EASM and La Niña-like conditions in the Pacific Ocean. In contrast, the drier periods were characterized by strong EAWM and El Niño-like conditions in the region.<br>
DOI: 10.6084/m9.figshare.7655150.v2
title: DepMap Achilles 19Q1 Public

description: This dataset contains the results of screening 558 cancer cell lines with the Avana CRISPR-Cas9 genome-scale knockout library generated as part of the Broad Institute's Cancer Dependency Map project. <br><br>As our screening efforts continue, we will be releasing additional cancer dependency data on a quarterly basis for unrestricted use. For the latest datasets available, further analyses, and to subscribe to our mailing list visit https://depmap.org.<br>Descriptions of the experimental methods and the CERES algorithm are published in http://dx.doi.org/10.1038/ng.3984. Some cell lines were process using copy number data based on the Sanger Institute whole exome sequencing data (COSMIC: http://cancer.sanger.ac.uk.cell_lines, EGA accession number: EGAD00001001039) reprocessed using CCLE pipelines.
DOI: 10.17632/79vnhtfh85
title: The effectiveness of different aerobic exercises to improve pain intensity and disability in chronic low back pain patients: A systemic review

description: Background:
Physical activity, including aerobic exercise, is highly recommended for chronic low back pain (CLBP) patients to improve the pain intensity and functional disability.
Objectives:
To assess the effectiveness of different aerobic exercises to reduce pain intensity and functional disability in patients with CLBP..

The following dataset is about the PRISMA checklist that was used for the systemic review.
DOI: 10.17632/tyr2z426t6
title: Health Inequities in Melanoma: A Scoping Review; Characteristics of Included Studies

description: Characteristics of included studies
DOI: 10.6084/m9.figshare.13641548.v2
title: Line and load data for the modified 69-bus distribution system and Shandong Power Grid

description: This file provides the line and load data of modified 69-bus distribution system and a practical large-scale distribution system from Shandong Power Grid.<br>
DOI: 10.6084/m9.figshare.17085461.v3
title: Forecast values of wind power and the substitution benefit and its percentage of market participants.xlsx

description: This excel shows the forecast values of wind power at the<i> t<sup>th</sup></i> time and <i>i</i><sup><i>t</i>h</sup> bus and list the detail information of substitution benefit and its percentage of all participants at different times in the modified IEEE 30-bus system.
DOI: 10.6084/m9.figshare.28270997.v1
title: CREA - Plant Nematode Collection

description: The collection of plant-parasitic nematode species at CREA-DC Italy, along with their locations and host species; including the various forms of storage: in vivo, as cryopreservation samples and genomic DNAs.
DOI: 10.17632/jnzm4r6fzx
title: Data to Accompany: Geospatiotemporal and Causal Inferential Analysis of United States Congenital Anomalies as a Function of Multiple Cannabinoid- and Substance- Exposures: Phenocopying Thalidomide and Hundred Megabase-Scale Genotoxicity

description: Data accompany paper of the same name.
DOI: 10.6084/m9.figshare.25860148.v1
title: Physiological data

description: https://pubmed.ncbi.nlm.nih.gov/35368349/
DOI: 10.17632/p7f2mh5shn
title: Data for: Non-intrusive load disaggregation based on deep dilated residual network

description: The UK-DALE and WikiEnergy dataset used in the article is available online free.
DOI: 10.17632/wns2gbpwkk
title: Impact of sleep deprivation on monocyte subclasses and function

description: This repository contains data and supporting materials for the manuscript titled "Impact of Sleep Deprivation on Monocyte Subclasses and Function in Obese Individuals." This cross-sectional study investigates the relationship between sleep efficiency, obesity, and systemic inflammation, focusing on the role of monocyte subclasses.
DOI: 10.17632/xynvvrjvrv
title: Ten million 3-by-3 strategic games, with Nash Equilibria and Perfectly Transparent Equilibrium pre-computed

description: The games were automatically generated by taking random payoff permutations on the integers 0-8 for each game and agent. It is thus a simple random sample with replacement. The game matrix is in field y. The Nash equilibrium (field N) and the Perfectly Transparent Equilibrium (field P) are pre-computed. Important: the equilibrium fields contain the coordinates (starting at 0) of the equilibria in the matrix in field y, not the payoffs. There are 800 files, so that it is easy for consumers to only work on a subset to get a smaller sample.
DOI: 10.17632/zgw9v3h4nw
title: paper_LiYGeO4_1

description: Data that enables to reproduce the findings of the article "Unravelling the UV luminescence of Bi-doped LiYGeO4: a journey from first principles to temperature-dependent photoluminescence"
DOI: 10.6084/m9.figshare.28040171.v1
title: polymers-3283519.zip

description: 发泡聚苯乙烯 （EPS） 微粒轻质土壤复合材料是一种密度低、强度高的新型人工土工材料。我们在这个项目中使用了 EPS 胎圈轻质土壤，用粉煤灰代替了部分水泥，以 降低施工成本。EPS 珠子用作轻质材料，水泥和粉煤灰作为生土中的固化剂，制成混合粉煤灰的 EPS 轻质土。EPS 珠子比例分别为 0.5%、1%、1.5% 和 2%;固化剂总含量分别为10%、15%、20%和25%;粉煤灰替代水泥的比例分别为 0%、15%、30%、45% 和 60%。进行了无侧限抗压强度 （UCS） 和扫描电子显微镜 （SEM） 测试。结果表明：EPS含量、总固化剂含量和粉煤灰替代水泥比例对轻质土的UCS有显著影响。随着 EPS 含量的增加和总固化剂含量的降低，这种情况会降低，而随着粉煤灰替代水泥的比例增加，这种情况会降低。当粉煤灰替代水泥比例不太高时，轻质土的强度下降较小，其性能仍满足工程需要。同时，土壤还可以消耗飞灰，减少环境污染。EPS轻质土掺有粉煤灰仍有优点，建议将粉煤灰替代水泥的比例保持在30%以下。轻质土的破坏模式主要包括劈裂破坏、斜剪切破坏和鼓胀破坏，它们与材料配比有关。
DOI: 10.6084/m9.figshare.28902320.v1
title: VBD MASTER SHEET

description: VECTOR BORNE STUDY
DOI: 10.6084/m9.figshare.29126282.v1
title: all genes expression of <i>B. mori</i> and <i>N. bombycis</i> in diapause silkworm embryos and larvae

description: These tables show the gene expression patterns (fpkm)of diapause silkworm embryos and larvae that were congenitally infected with <i>N. bombycis</i>, and the gene expression patterns (fpkm) of<i> N. bombycis</i> in diapause silkworm embryos and larvae.
DOI: 10.17632/98zpfhg7vn
title: Adversarial Attacks for Salient Object Detection

description: This dataset is an image repository that contains five different image databases to evaluate adversarial robustness in Salient Object Detection (SOD) through the introduction of 12 adversarial examples, each leveraging a known adversarial attack or noise perturbation. The dataset comprises 56,387 digital images, resulting from applying adversarial examples on subsets of four standard databases (i.e. FT, PASCAL-S, ImgSal, DUTS), and a fifth database (SNPL) portraying a real-world visual attention problem of a shorebird called the Snowy Plover. Original and rescaled images from the five databases used with the adversarial examples are also included as part of this dataset for ease of access and explainability.
DOI: 10.6084/m9.figshare.12622433.v1
title: MYC_CRISPR_SURF_GS_filtered_analysis

description: CRISPR-SURF analysis of tiling CRISPR screen data
DOI: 10.17632/3szjvt3w78
title: Cyber Attack Evaluation Dataset for Deep Packet Inspection and Analysis

description: To determine the effectiveness of any defense mechanism, there is a need for comprehensive real-time network data that solely references various attack scenarios based on older software versions or unprotected ports, and so on. This presented dataset has entire network data at the time of several cyber attacks to enable experimentation on challenges based on implementing defense mechanisms on a larger scale. For collecting the data, we captured the network traffic of configured virtual machines using Wireshark and tcpdump. To analyze the impact of several cyber attack scenarios, this dataset presents a set of ten computers connected to Router1 on VLAN1 in a Docker Bridge network, that try and exploit each other. It includes browsing the web and downloading foreign packages including malicious ones. Also, services like FTP and SSH were exploited using several attack mechanisms. The presented dataset shows the importance of updating and patching systems to protect themselves to a greater extent, by following attack tactics on older versions of packages as compared to the newer and updated ones. This dataset also includes an Apache Server hosted on the different subset on VLAN2 which is connected to the VLAN1 to demonstrate isolation and cross-VLAN communication. The services on this web server were also exploited by the previously stated ten computers. The attack types include: Distributed Denial of Service, SQL Injection, Account Takeover, Service Exploitation (SSH, FTP), DNS and ARP Spoofing, Scanning and Firewall Searching and Indexing (using Nmap), Hammering the services to brute-force passwords and usernames, Malware attack, Spoofing and Man-in-the-Middle Attack. The attack scenarios also show various scanning mechanisms and the impact of Insider Threats on the entire network.
DOI: 10.17632/nj8ksgvcb4
title: UIDLEIA-DATABASE

description: containing 135 underwater images taken at different levels of turbidity, different distances between camera and object and using different colors of the objects. The dataset also contains 45 reference images (captured with no water) and the corresponding subjective quality scores for degraded images. The subjective quality scores were obtained by performing a subjective quality assessment experiment based on Single Stimulus technique with voluntary participants that rated the quality of the test images.
DOI: 10.6084/m9.figshare.23901945.v1
title: RGB Camera

description: Dataset created with RGB camera.The dataset is divided in the different diseased and in healthy. To use the dataset the dataset has to be reorganize into healthy and diseased (As in example).
DOI: 10.6084/m9.figshare.24574618.v1
title: Martinez et al. Ocelot Reintroduction PVA Vortex data

description: In our study, we used population viability analyses to compare different ocelot reintroduction strategies for an identified reintroduction area. A to-be established ocelot breeding program providing individual ocelots for reintroduction will likely be small. As such, we modeled ocelot reintroduction with the limitations of no more than six ocelots released as founders in an initial year and no more than four ocelots released per year for no more than 15 subsequent years. Within these limitations, we assessed projected ocelot population abundances and extinction risks after 30 years for twenty different ocelot reintroduction strategies. This workbook provides data on model projections from the population viability analyses.
DOI: 10.6084/m9.figshare.27037681.v1
title: SSP245

description: Here’s the revised description with the SSP2-4.5 scenario:<br>---<br>The data consist of simulations of the carbon cycle in the terrestrial ecosystems of China from 2015 to 2100, using the Community Earth System Model (CESM) under the SSP2-4.5 scenario. The SSP2-4.5 scenario represents a moderate-emission pathway, reflecting intermediate levels of future societal development and climate mitigation efforts. The dataset includes variables such as net primary production (NPP), soil carbon stocks, vegetation carbon, and carbon fluxes between the atmosphere and land. These simulations provide insights into how land-use changes and climate change under this scenario impact carbon dynamics over time, specifically within China's terrestrial ecosystems.
DOI: 10.6084/m9.figshare.3525314.v1
title: Appendix D. Box–whisker plots (top three rows) and bar graphs (bottom row) showing the distribution of the modeling dataset values for the eight environmental GIS layers with respect to the dependent variable [unsuitable (U) and suitable (Su)].

description: Box–whisker plots (top three rows) and bar graphs (bottom row) showing the distribution of the modeling dataset values for the eight environmental GIS layers with respect to the dependent variable [unsuitable (U) and suitable (Su)].
DOI: 10.17632/5km9n4fzw5
title: Data for: Are there different vigilance strategies between types of social unit in Lama guanicoe?

description:  Researcher of CONICET. Specific field: mammal behavior in desert areas, conservation and sustainable use of guanaco. And environmental education. Grupo de Investigaciones de la Biodiversidad (GIB) of IADIZA (Argentine Institute for Arid Land Research)-CONICET. From February 2010.  Responsible professor, Physiology and Behavior of Vertebrates, in Exact and Natural Sciences Faculty of the Biology Degree, National University of Cuyo, Mendoza, Argentina. From August 2013.
DOI: 10.17632/8s8rmf7xws
title: Data for: Improvising enhances anticipatory skills. A comparison between jazz and classical musicians.

description: The dataset here included is related to the research project “Improvising enhances anticipatory skills. A comparison between jazz and classical musicians”, approved by the ethical committee of the University of Milan-Bicocca (RM_2016_78).
It includes performances of 2 different groups of musicians (classical and jazz) and a control group of nonmusician participants at an auditory and visual Anticipation Task. 3 conditions of the task are included for each modality (Rhythm 1 = unstressed condition, Rhythm 2 = stressed condition,  and Rhythm 5 = unpredictable condition).  Each condition includes 10 trials that are reported in 10 columns for each participant.
Performances at the Purdue Pegboard Battery (Tiffin, 1999)  and at the discrimination of rhythm task (here expressed in dprime scores) are also included for all the participants.
The last columns included report the average scores and standard deviations of the anticipation task's trials.
DOI: 10.17632/cwrd5ysmzp
title: Clinical course, biomarkers, management and outcomes of patients hospitalised due to COVID-19 in Colombia

description: We to analyse the clinic characteristics, risk factors and evolution of the first cohort of hospitalised patients with confirmed infection by COVID-19 in 5 Colombian institutions, through a retrospective longitudinal study.
DOI: 10.17632/gdgysh7dx3
title: The H3.3 K36M oncohistone disrupts the establishment of epigenetic memory through loss of DNA methylation

description: This repository contains both raw and cropped/processed westernblot images for the manuscript "The H3.3 K36M oncohistone disrupts the establishment of epigenetic memory through loss of DNA methylation". See manuscript for details.
DOI: 10.17632/pddbf4zsvn
title: Test output for AcoustiCloud: A Cloud-Based System for Managing Large-Scale Bioacoustics Processing

description: Raw output and analysis scripting for prototype tests associated with the paper 'AcoustiCloud: A Cloud-Based System for Managing Large-Scale Bioacoustics Processing.'
DOI: 10.6084/m9.figshare.7043468.v2
title: ChIP-seq in the murine leukemic cell line Da-1

description: Chromatin immunoprecipitation and sequencing (ChIP-Seq) in the murine leukemic cell lines Da-1
DOI: 10.17632/x8vvch2sw9
title: Room-level data of Simulated Energy consumption and Ventilation dynamics (RSimEV)

description: This dataset offers simulated data that includes various parameters impacting energy consumption and ventilation across diverse building scenarios. The simulations encompass various room types within buildings of varying shapes and sizes.

Comprising a total of 312 CSV files, each file corresponds to simulations conducted in different rooms within buildings with random parameters. Each building undergoes 200 simulations for a one-month period, with the month randomly chosen to account for different weather conditions. Locations are randomly selected from three regions in the north hemisphere: 1) Dusseldorf, North Rhine-Westphalia, Germany; 2) Tehran, Tehran, Iran; and 3) Brockville, Ontario, Canada, representing three climate zones (mixed, warm, and cold). The simulations yield hourly results, resulting in file sizes ranging from 144,000 (representing 200 simulations over 24 hours for 30 days) to 148,800 data rows (for simulations spanning 31 days). Each CSV file is structured with 55 columns, capturing a comprehensive set of attributes relevant to energy consumption and ventilation dynamics. The collective dataset includes 45,562,639 rows, presenting a robust foundation for in-depth analysis and exploration of the intricacies of building performance across many conditions and configurations.

It's essential to note that users are accountable for any risks associated with the dataset's utilization, and the creators explicitly disclaim responsibility for specific applications or outcomes. Detailed information on dataset columns and their units is available in the accompanying "readme.txt" file.
DOI: 10.4121/19583368.v1
title: Green and blue water footprint per unit of wood (1997-2015)

description: Green and blue water footprint per unit of wood (1997-2015) provided as a raster (30 x 30 arc minutes) and as a table with country-average values. The data represents the forest evaporation attributed to roundwood production and distinguishes between the evaporation of green water (direct evaporation of precipitation from the soil and vegetation) and blue water (evaporation of groundwater taken up by the roots of vegetation through capillary rise). See README.txt for full metadata and citation details.
DOI: 10.5522/04/12689870.v2
title: MS 3972B Sloane Manuscript XML

description: A digital edition of Sloane MS 3972B of folios listing manuscript material removed from 3972C. This resource has been designed for free consultation in association with the Sloane Consortium of UK national institutions which hold the original manuscript catalogue documents and related collections of Sir Hans Sloane. All content is reproducible as long as the source is indicated by referencing the publication and the name of the institutional owner of the original catalogue manuscript -- in this case The British Library. An article outlining the research considerations and decision making processes guiding the<br>marking up of the Sloane collection catalogues in the framework of the Enlightenment Architectures project can be found at Ortolja-Baird, A., Pickering, V., Nyhan, J., Sloan, K. and Fleming, M., 2019. ‘Digital Humanities in the Memory Institution: The Challenges of Encoding Sir Hans Sloane’s Early Modern Catalogues of His Collections.’ Open Library of Humanities, 5(1), p.44. DOI: http://doi.org/10.16995/olh.409 The raw transcriptions from digital images of the original manuscripts were commissioned by the Enlightenment Architectures project from the AEL Data company. These transcriptions were then fully compared, checked and corrected against the original documents by the research team that is also responsible for the complete TEI markup of the transcriptions. The Digital Edition of the file can be found on the Reconstructing Sloane website: https://reconstructingsloane.org/enlightenmentarchitectures/2020/01/02/digitised-catalogues-2/ <br>