cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jx3vn5xxcn
title: In-Canopy Biogenic Volatile Organic Compounds Mixing Ratios at the Virginia Forest Lab

description: Two years (September 15th, 2019-September 14th, 2021) of biogenic volatile organic compound concentration data from within the canopy of a forest in Fluvanna County, Virginia. An associated manuscript is published in atmospheric chemistry and physics titled - "Measurement Report: Variability in the composition of biogenic volatile organic compounds in a southeastern US forest and their role in atmospheric reactivity". The doi for this manuscript is: 10.5194/acp-2021-416.

The original version of this data set did not correct for when the data was sampled vs. when it was analyzed. The most recent version has been updated to reflect this and additional detail has been provided. Additionally, the calibration method for methacrolein and methyl vinyl ketone has been updated in this version of the data set. Given these changes, we ask that you use the most recent version.

Additional manuscripts associated with this data include: 'Minor contributions of daytime monoterpenes are major contributors to atmospheric reactivity' which discusses diurnal and seasonal variability found within the data and 'An autonomous remotely operated gas chromatograph for chemically resolved monitoring of atmospheric volatile organic compounds' which outlines the instrument developed for data collection and compound integration.

This will be the final update of this data set. Data collection is ongoing indefinitely, but future additions to the data set will be migrated to Dryad. Please email with any questions you may have regarding data collection or the data set.
DOI: 10.17632/y8d37df296
title: Gap Analysis in Strategic Upskilling: The Impact of Artificial Intelligence on Hris Practices and Workforce Development

description: Gap Analysis in Strategic Upskilling: The Impact of Artificial Intelligence on Hris Practices and Workforce Development

Abstract
This study, titled "Gap Analysis in Strategic Upskilling: The Impact of Artificial Intelligence on HRIS Practices and Workforce Development," investigates the role of Artificial Intelligence (AI) in enhancing Human Resource Information Systems (HRIS) to address workforce development challenges. Using a mixed-methods approach, including bibliometric analysis and systematic review, the research identifies gaps in current HRIS practices and explores AI-driven solutions for strategic upskilling. The findings reveal that AI enhances HR efficiency by automating tasks, enabling data-driven decisions, and providing personalized upskilling pathways. However, challenges such as data fragmentation, ethical concerns, and employee resistance hinder adoption. This study highlights the importance of developing ethical frameworks, fostering employee trust, and leveraging AI to align workforce skills with organizational goals. By offering actionable insights for organizations, policymakers, and educators, this research emphasizes AI’s transformative potential while advocating for further interdisciplinary and longitudinal studies to ensure sustainable workforce growth in the digital era.

Keywords: Artificial Intelligence, Human Resource Management, Gap Analysis, PRISMA Framework, Systematic Review, SWOT Analysis, Upskilling

Suggested Citation:
Budi Susilo, Yudi Kurniawan and Noordin, Nurulhuda and Abdul Razak, Fariza Hanis, Gap Analysis in Strategic Upskilling: The Impact of Artificial Intelligence on Hris Practices and Workforce Development. Available at SSRN: https://ssrn.com/abstract=5118512 or http://dx.doi.org/10.2139/ssrn.5118512
DOI: 10.6084/m9.figshare.5998454.v1
title: 16 Re-Visualisations of The Caledonian Mercury, 15 June 1835, by Source Type and Source Location with legends and associated data

description: This set of sixteen (16) figures (.png) are re-visualisations the pages of the 15 June 1835 issue of the Caledonian Mercury as stored in the British Library 19th-Century Newspapers, Part 1 digital collection (<b>http://gale.cengage.co.uk/british-library-newspapers/19th-century-british-library-newspapers-part-i.aspx</b>). <br><br>They have been shaded to illustrate the purported source type or source location of each article. A horizontal (four page lengths) and vertical (one page height) legend has been included for each set.<br><br>They were created using the data set provided (<b>Data_CaledonianMercury_1835615.tsv</b>) and the Newspaper Dissector v.0.2.1.0 (<b>http://dx.doi.org/ 10.5281/zenodo.1206930</b>).<br><br><b>Data Fields:</b><br><b>Year:</b> The year of the issue in which the snippet (article) appears<br><b>Month: </b>The month of the issue in which the snippet (article) appears<br><b>Day: </b>The day of the issue in which the snippet (article) appears<br><b>Title:</b> The title of the issue in which the snippet (article) appears<br><b>Page: </b>The page on which the snippet (article) appears<br><b>Column: </b>The column in which the snippet (article) appears, numbered left to right on the page<br><b>Snippet:</b> The number of the snippet (article), numbered from top to bottom in the column<br><b>Type: </b>The type of content contained in the snippet <br><b>Topic: </b>An open-ended description of the content of the snippet<br><b>Action Location: </b>The location in which the events mentioned in the snippet take place, recorded as explicitly stated in the snippet<br><b>Source Location: </b>The location, title, or name of the source of the snippet, recorded as explicitly stated in the snippet<br><b>Source Type:</b> The type of source<br><b>Source Location Type: </b>The location of the source<br><b>Word Count: </b>The length of the snippet, as determined by optical character recognised transcription<br>
DOI: 10.6084/m9.figshare.26135068.v2
title: Supporting data for Mendes et al 202X Climb forest, climb: Diverse disperser communities are key to assist plants tracking climate change on altitudinal gradients

description: Climate change is forcing species to shift their distribution ranges. Animal seed dispersers might be particularly important in assisting plants tracking suitable climates to higher elevations. However, this role is still poorly understood due to a lack of comprehensive multi-guild datasets along elevational gradients. We compiled seed dispersal networks for the five altitudinal vegetation belts of the Tenerife Island (0 - 3,718 m a.s.l.) to explore how plant and animal species might facilitate the mutual colonisation of uphill habitats under climate change. The overall network comprised 283 interactions between 73 plant and 27 animal species, with seed dispersers offering viable pathways for plants to colonise upper vegetation belts. A pivotal role is played by a lizard (<i>Gallotia galloti</i>) as island-level hub, while four birds (<i>Turdus merula</i>, <i>Erithacus superbus</i>, <i>Corvus corax</i>,<i> Falco tinnunculus</i>) and one introduced mammal (<i>Oryctolagus cuniculus</i>) are also important connectors between belts. Eleven plant species were found to be actively dispersed to elevations beyond their current known range, with observed vertical dispersal distances largely surpassing those required to escape climate change. Alarmingly, over half of the plants arriving at higher elevations were exotic. Functionally diverse disperser communities are crucial for enabling plants tracking climate change on mountains, but exotic plants might particularly benefit from this upward lift.
DOI: 10.6084/m9.figshare.25028666.v1
title: Social epidemiology of female breast cancer in the Region of Varna-Bulgaria in 2013-2021_data.doc

description: This retrospective study aims to follow-up the annual dynamics of its incidence, prevalence and mortality rates of female brest cancer in the Region of Varna, Bulgaria between 2013-2021.
DOI: 10.6084/m9.figshare.28930292.v1
title: Data Set for CNNP

description: This dataset comprises clinical, demographic, and treatment-related variables collected from patients with chronic neck pain. It is intended to support research on pain management, physiotherapy outcomes, and musculoskeletal health.<br>
DOI: 10.6084/m9.figshare.28334720.v1
title: Pilocarpine-induced sweating in children

description: Dataset for the publication entitled "Biological maturation and sex differences of cholinergic sweating in prepubertal children to young adults".
DOI: 10.6084/m9.figshare.23098790.v1
title: Messy Rooms Dataset

description: Messy Rooms Dataset proposed in "Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion".
DOI: 10.6084/m9.figshare.7734767.v7
title: A multimodal dataset of human gait at different walking speeds established on injury-free adult participants

description: Human motion capture is used in various fields to analyse, understand and reproduce the diversity of movements that are required during daily-life activities. The proposed dataset of human gait has been established on 50 adults injury-free for lower and upper extremities in the most recent six months, with no lower and upper extremity surgery in the last two years. Participants were asked to walk on a straight level walkway at 5 speeds during one unique session: 0–0.4 m.s-1, 0.4–0.8 m.s-1, 0.8–1.2 m.s-1, self-selected spontaneous and fast speeds. Three dimensional trajectories of 52 reflective markers spread over the whole body, 3D ground reaction forces and moment, and electromyographic signals were simultaneously recorded. For each participants, a minimum of 3 trials per condition have been made available in the dataset for a total of 1.145 trials. This dataset could lead to increase the sample size of similar datasets, analyse the effect of walking speed on gait, or conduce unusual analysis of gait thanks to the full body markerset used. <br>
DOI: 10.6084/m9.figshare.22672310.v1
title: Elevated O<sub>3</sub> threatens biological communications mediated by plant volatiles: A review focusing on the urban environment

description: Plant volatiles, particularly biogenic volatile organic compounds (BVOCs), emitted in urban areas have attracted attention as olfactory signals between plants and other organisms, including insects. However, in urban areas, elevated ozone (O<sub>3</sub>) levels inhibit plant growth and degrade olfactory signals, including both insect pheromones and BVOCs, resulting in disrupted biological communication. In this article, we review recent findings on how O<sub>3</sub> modifies olfactory interactions, focusing on both the emitters and receivers of these signals. The influence of O<sub>3</sub> on herbivorous insects and their enemies alters the pressure caused by herbivorous damage in the field, which can affect the development of the defensive capacities of plants at the hereditary level. To address the challenges posed by O<sub>3</sub> in biological interactions, BVOC characteristics (e.g., emission rate and species, blend composition, O<sub>3</sub> reactivity, and oxidative products) and O<sub>3</sub> effects on insects (e.g., preference and antennal detectivity) should be clarified. At the same time, BVOC emissions are expected to increase with rising temperatures, which will likely increase the impact of BVOCs on O<sub>3</sub> formation in the future. Therefore, it is necessary to devise strategies, such as selecting non- or low BVOC emitters, to regulate BVOC emissions from urban greening plants and mitigate O<sub>3</sub> risks to olfactory interactions and plant health.
DOI: 10.17632/8m8fdd7vgv
title: Data for: Critical Causes Identification for Construction Accidents in China Based on System Thinking and Case Analysis

description: We provided the information of the 571 construction accident cases. We didn't provide each of the accident reports, because they were expatiated in Chinese. We just provided the names (in Chinese), area distribution, types, and severity levels of them in Excel tables.
DOI: 10.4121/17712338.v1
title: Transcripts of interviews of Important factors for elderly care receivers to get high quality care in a nursing home in China

description: The data set consists of 13 transcripts of interviews conducted with 5 elderly care receivers and 8 caregivers in a nursing home in China to examine important factors for elderly care receivers to receive high quality care. The empirical research was approved by Human Research Ethics Committee at TU Delft.
DOI: 10.6084/m9.figshare.25249345.v4
title: <b>Deciphering the intricate control of minerals on deep soil carbon stability and persistence in Alaskan </b><b>permafrost</b>

description: Data S1. Properties of permafrost soils utilized within this study.Data S2. Synthesizing data on the proportion of total necromass C in SOC in global ecosystems.Data S3. Data of mineral-OH and C functional groups present in permafrost soils, as determined by FTIR and depicted in Fig. 5c.Data S4. Data of the color reaction curves resulting from 3,3', 5,5'- tetramethylbenzidine (TMB) catalyzed by natural enzyme (HRP, horseradish peroxidase), soils, and soil solution, as depicted in Supplementary Figure 8.
DOI: 10.6084/m9.figshare.12122766.v1
title: Evaluation of the leaching characteristics of low-grade nickel laterite waste rock for indirect carbon sequestration application

description: The potential utilization of waste rock obtained from an active nickel mine site in Mindanao, the Philippines for indirect carbon sequestration is explored in this study. X-ray diffraction (XRD), X-ray fluorescence (XRF), and inductively coupled plasma optical emission spectroscopy (ICP-OES) results showed that the sample is rich in iron, existing in three different forms: goethite (α-FeOOH), chromite (FeCr<sub>2</sub>O<sub>4</sub>), and magnetite (Fe<sub>3</sub>O<sub>4</sub>). Leaching tests performed using hydrochloric acid (HCl) showed high iron extraction rates, with a maximum average extraction efficiency of 95.35% obtained at 100°C, 4 M HCl, and 1.0 h. Morphological and physicochemical analyses conducted through scanning electron microscopy and Brunauer–Emmett–Teller (BET) method supported the high extraction rates obtained for Fe, which is due to the higher reactivity of the sample to the leaching agent as well as the higher availability of accessible sites for reaction on the sample surface as compared to other mine wastes that are previously utilized. The nickel laterite waste rock sample has the potential to be used as a feedstock for iron carbonation in indirect carbon sequestration; however, challenges such as the use of sulfide source and cost requirements must be addressed in order to fully determine its viability for industrial scale application.
DOI: 10.6084/m9.figshare.29162117.v1
title: Developmental precision and gene regulation of <i>C. elegans</i> early embryonic morphogenesis

description: Attached is the <i>C. elegans</i> wild-type embryo data presented in the paper: Guoye Guan<sup>†</sup>, Ming-Kin Wong<sup>†</sup>, Vincy Wing Sze Ho, Xiaomeng An, Lu-Yan Chan, Binghui Tian,<sup> </sup>Zhiyuan Li, Lei-Han Tang*, Zhongying Zhao*, Chao Tang<i>*</i>. Developmental precision and gene regulation of <i>C. elegans</i> early embryonic morphogenesis [https://doi.org/10.1101/776062]. If there is any question, please contact Guoye Guan (guanguoye@gmail.com).Developmental Stage: WorkSpace_Sequence0.matCell List: WorkSpace_CellName0.matCell Position: WorkSpace_Criteria.matStructure Plotting: StructurePlottingWT.m<br>
DOI: 10.6084/m9.figshare.5245261.v1
title: EnergyPlus Input Data Files used to test renewable energy systems in five different climate regions of Portugal

description: This is a set of EnergyPlus v8.7.0 Input Data Files (IDFs) used to test several renewable energy production and storage systems in five different climate regions of Portugal.
DOI: 10.6084/m9.figshare.28720052.v1
title: Amphibian Bibliography

description: A index of over 6,000 papers published between 1900 and 2000 searchable by about 90 general endocrinology related topics (e.g., thyroid, adrenal, pituitary, metamorphosis, reproduction, metabolism) or by species. Files are arranged in 5 Microsoft Excel files: citations, endocrine topics, anurans, gymnophionans, and urodeles.
DOI: 10.6084/m9.figshare.9649400.v1
title: Clinical and demographic data for a South African cohort of adults with Hepatitis B virus (HBV) infection

description: We here present the metadata and other supporting material for a prospectively recruited clinical cohort of adults with HBV infection, with and without coexisting HIV infection, recruited in Tygerberg Hospital, Cape Town, South Africa over a period of 1 year commencing July 2018. <br>Ethics approval was provided by University of Oxford Tropical Research Ethics Committee (ref. OXTREC 01-18), and University of Stellenbosch Ethics Committee (ref. N17/01/013). All participants provided written valid informed consent.<br><br>Suppl table 1: STROBE statement (STrengthening the Reporting of OBservational studies in Epidemiology) to support the quality of this observational cross-sectional study.<br>Suppl table 2: Raw data collected for 112 adults with chronic hepatitis B virus infection recruited into a cross-sectional cohort in Cape Town, South Africa. Information provided in xlsx and csv format.<br><br><br>
DOI: 10.6084/m9.figshare.28570655.v1
title: 来自 OVA 诱导的小鼠肺组织的 circRNA 和 mRNA 转录组测序数据

description: <b>RNA 测序</b>上海生物科技股份有限公司进行了 RNA 微阵列分析。使用 RNeasy Mini Kit （Qiagen） 从 2 只 OVA 诱导的小鼠和 0 只健康对照小鼠的肺组织中提取总 RNA。对于 RNA-seq，通过 TruSeq 链式总 RNA 样品制备试剂盒 （Illumina） 制备链特异性文库。通过 Qubit 2100.10 荧光计 （Life Technologies） 对样品进行定量，并通过 6000 生物分析仪 （Agilent） 验证插入片段大小。将文库稀释至 &lt;&gt; pM 后，通过 cBot 实现聚类，并在 Illumina NovaSeq &lt;&gt; 平台上进行测序。上海生物科技股份有限公司负责文库构建和测序。<b>慢性过敏性肺部炎症模型</b>本研究中使用的雄性 C57BL/6J 小鼠为 22 周龄，体重 2±10 克。将小鼠分为四个不同的组，每组由 0 只动物组成：对照组、哮喘组、运动组和哮喘 + 运动组。哮喘组和哮喘+运动组按照先前建立的方案，在第 14 、 28、 42 和 20 天通过腹膜内注射以每只小鼠 21 μg 的剂量给予氢氧化铝稀释的 OVA [54]。从第 1 天到第 30 天，这些组中的小鼠暴露于 1% OVA 气雾剂 3 分钟，每周 &lt;&gt; 次。相比之下，对照组和运动组的小鼠在相同条件下暴露于生理盐水。通过腹膜内注射用 &lt;&gt;% 戊巴比妥钠麻醉小鼠。安乐死是通过尾静脉注射 &lt;&gt;% 戊巴比妥钠溶液进行的。
DOI: 10.6084/m9.figshare.29144621.v1
title: Financial Literacy Meta-analysis - Extracted Data (Final).pdf

description: This dataset accompanies the meta-analysis titled <i>"What Actually Works? A Meta-Analysis of Financial Literacy Interventions Across Age Groups and Delivery Methods."</i> It contains coded data from 12 high-rigor quantitative studies evaluating financial literacy programs for youth aged 10 to 24. Variables include study identifiers, sample sizes, age group, delivery method, intervention type, instructional intensity, follow-up timing, outcome domain (knowledge, behavior, attitudes), effect sizes (Hedges’ g), and moderator codes. The dataset was used to calculate pooled effect sizes and conduct moderator analysis using a random-effects model.<br>
DOI: 10.6084/m9.figshare.6327401.v1
title: Supplementary data file: generic presence/absence matrix. The Weeks Formation Konservat–Lagerstätte and the evolutionary transition of Cambrian marine life

description: Generic presence/absence data matrix used for the similarity analyses of the Cambrian exceptionally-preserved faunas of Utah.
DOI: 10.6084/m9.figshare.22723243.v1
title: Supplemental Data (RNA-seq Data)

description: Full data of RNAseq-based gene expression profiling
DOI: 10.6084/m9.figshare.24305709.v1
title: Original data and codes.rar from Habitat fragmentation increases specialization of multi-trophic interactions by high species turnover

description: Habitat fragmentation is altering species interactions worldwide. However, the mechanisms underlying the response of network specialization to habitat fragmentation remain unknown, especially for multi-trophic interactions. We here collected a large dataset consisting of 2670 observations of tri-trophic interactions among plants, sap-sucking aphids and honeydew-collecting ants on 18 forested islands in the Thousand Island Lake, China. For each island, we constructed an antagonistic plant-aphid and a mutualistic aphid-ant network, and tested how network specialization varied with island area and isolation. We found that both networks exhibited higher specialization on smaller islands, while only aphid-ant networks had increased specialization on more isolated islands. Variations in network specialization among islands was primarily driven by species turnover, which was interlinked across trophic levels as fragmentation increased the specialization of both antagonistic and mutualistic networks through bottom-up effects via plant and aphid communities. These findings reveal that species on small and isolated islands display higher specialization mainly due to effects of fragmentation on species turnover, with behavioural changes causing interaction rewiring playing only a minor role. Our study highlights the significance of adopting a multi-trophic perspective when exploring patterns and processes in structuring ecological networks in fragmented landscapes.
DOI: 10.4121/21688928.v1
title: Phase-Coded FMCW PARSAX Radar Dataset

description: Dataset collected with the TU Delft PARSAX S-band coherent radar using the frequency-modulated continuous-wave (FMCW) and Phase-coded FMCW waveforms. This dataset accompanies the PhD dissertation of Utku Kumbul entitled: "Phase-coded FMCW for automotive radars". More details about the PARSAX radar used in the measurements can be seen in: O. A. Krasnov, L. P. Ligthart, Zhijian Li, P. Lys and F. van der Zwan, "The PARSAX - full polarimetric FMCW radar with dual-orthogonal signals," 2008 European Radar Conference, 2008, pp. 84-87. <strong>Referencing the dataset</strong> Kumbul, Utku; Petrov, Nikita; van der Zwan, Fred (2022): Phase-Coded FMCW PARSAX Radar Dataset. 4TU.ResearchData. Dataset. https://doi.org/10.4121/21688928 <br> <pre><code><strong>@misc</strong>{Kumbul2022, </code></pre> <pre><code>author = "Utku Kumbul and Nikita Petrov and Fred van der Zwan", </code></pre> <pre><code>title = "{Phase-Coded FMCW PARSAX Radar Dataset}", </code></pre> <pre><code>year = "2022", </code></pre> <pre><code>month = "Dec", </code></pre> <pre><code>url = "", </code></pre> <pre><code>doi = "10.4121/21688928 " } </code></pre> <pre><code> </code></pre> <strong>Paper references are:</strong> U. Kumbul, N. Petrov, F. van der Zwan, C. S. Vaucher and A. Yarovoy, "Experimental Investigation of Phase Coded FMCW for Sensing and Communications," <em>2021 15th European Conference on Antennas and Propagation (EuCAP)</em>, 2021, pp. 1-5, doi: 10.23919/EuCAP51087.2021.9411464. U. Kumbul, N. Petrov, C. S. Vaucher and A. Yarovoy, "Receiver Structures for Phase Modulated FMCW Radars," <em>2022 16th European Conference on Antennas and Propagation (EuCAP)</em>, 2022, pp. 1-5, doi: 10.23919/EuCAP53622.2022.9769268. U. Kumbul, N. Petrov, C. S. Vaucher and A. Yarovoy, "Smoothed Phase-Coded FMCW: Waveform Properties and Transceiver Architecture," in <em>IEEE Transactions on Aerospace and Electronic Systems</em>, 2022, doi: 10.1109/TAES.2022.3206173.
DOI: 10.6084/m9.figshare.24208644.v1
title: S005.zip

description: Data for S005
DOI: 10.6084/m9.figshare.13236941.v1
title: SWAT_Pacifico_main_outputs

description: SWAT outputs simulated from the regional parameters corresponding to period 1981-2016.<br>
DOI: 10.6084/m9.figshare.26564395.v2
title: Presumptive Tests for Xylazine – A Computer Vision Approach [machine-readable supporting information]

description: Zipped folder of machine readable results, ordered according to figures in the paper titled: Presumptive Tests for Xylazine – A Computer Vision Approach
DOI: 10.6084/m9.figshare.6131678.v1
title: Additional file 1: of A comparative genomics study of carbohydrate/glucose metabolic genes: from fish to mammals

description: Table S1. Carbohydrate/glucose metabolic genes in 5 vertebrate organisms. All genes IDs were standardized as Ensembl gene IDs. Respectively, 791, 593, 523, 666 and 698 carbohydrate/glucose metabolic genes were present in the zebrafish, frog, chicken, mouse and human genomes. All gene descriptions were from Ensembl BioMart. (XLS 2875Â kb)