cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4mgr8b4syt
title: Python and R Scripts for Advanced biofuels research: A Scopus database-driven bibliometric evaluation and future directions forecast via machine learning and deep learning

description: Renewable energy is a research hotspot in the present day to promote sustainability. Biofuel, an alternative to conventional fossil fuels, can contribute to environmental sustainability through being a renewable energy source and having a zero carbon footprint. However, traditional biofuels are generated from edible biomass, which raises questions about the use of traditional biofuels in the long run due to global food scarcity. Advanced biofuels are now being developed from non-edible biomass and waste sources, which are expected to be a colossal renewable energy source. This study conducted a complete bibliometric analysis to get an overview of research progress on advanced biofuels. A bibliographic dataset has been collected from the Scopus database. The dataset has been investigated based on articles, authors, journals, institutions, and countries to get a complete overview of current research trends on advanced biofuels. Burst keywords have also been analyzed to identify the research hotspots. In addition to bibliometric analysis, machine learning and deep learning analyses have been carried out to determine the homogeneity of the dataset and predict the research evolution forecast. This study will uncover the current research trend on advanced biofuels, identify the research gaps, and predict future research direction, guiding future researchers working on this topic.
DOI: 10.17632/yhbzrsbyp5
title: Volcanic Vortex Rings acoustic and translation data: Stromboli (Italy) 2018 and 2019

description: High-speed imaging and acoustic measurements of volcanic vortex rings at Stromboli in two days in 2018 and 2019.

The .mat files from 20180912_0953_1 to 20190511_1327_1 (yyyymmdd_hhmm_#) include the acoustic data (Pa), sampled at 10 kHz.

The axial_position_data.mat file includes two variables: ringrise2018 (81x63) and ringrise2019 (21x30).
In the ringrise2018 variable, columns from 1 to 3 (and repeat) are, for each VVR, (1): time (s); (2): vertical position above vent (m); (3): rise velocity (m/s);
In the ringrise2019 variable, columns from 1 to 5 (and repeat) are, for each VVR, (1): vertical position above the vent (m); (2): lateral position (m); (3): time (s); (4): measuring line length (m); (5): rise velocity (m/s).

The VVR_data.mat file includes two variables: VVR_2018 (21x5) and VVR_2019 (7x5).
In both variables, columns from 1 to 5 are: (1): acoustic peak prominence (Pa); (2): acoustic peak width (s); (3): max VVR rise velocity (m/s); (4): VVR-particle delay (s); (5) mean particle velocity in the first 0.1 s (m/s).
DOI: 10.17632/9r8w23sy2v
title: Comprehensive Experimental Dataset on Large-Amplitude Rayleigh-Plateau Instability in Continuous InkJet Printing regime

description: This dataset comprises a comprehensive collection of experimental investigations into the dynamic breakup of jetted Newtonian fluids under large-amplitude stimulation conditions using an industrial Continuous InkJet (CIJ) printhead. The dataset includes a wide range of disturbance amplitudes, spanning from 5V to 45V, and covers a variety of fluid properties. For each jet, approximately 55 meticulously captured, dephased images have been generated, offering a dynamic and comprehensive view of the breakup process. Additionally, the dataset provides a wealth of quantitative information, including rheological properties of the included fluids, ensuring the dataset's completeness and integrity.
DOI: 10.17632/r2tjgj28sf
title: Based on panel data of smart elderly care level indicators at the provincial level in China from 2008 to 2023

description: As of 2023, the smart elderly care policy has established five batches of pilot provincial administrative units. The first batch in 2017 includes Beijing, Tianjin, Shanghai, etc., the second batch in 2018 includes Shanghai, Jiangsu, Zhejiang, etc., and the third batch in 2019. Batch, the fourth batch in 2020 and the fifth batch in 2022. Although there are five batches of pilot projects, the second and third batches of pilot projects have a short time and are less affected by policies, and the fourth and fifth batches are almost consistent with the first batch of pilot cities, so this paper selects the first batch of pilot projects for research. The experimental areas are distributed in the eastern, central and western regions of China, and we use samples from other provincial administrative units in China as control groups. After eliminating the samples with missing values, we selected the panel data of 31 provincial administrative divisions as samples, of which 21 provincial administrative divisions were the experimental groups. Finally, we obtained 496 observations between 2008 and 2023. All data come from China Statistical Yearbook, White Paper on Smart Pension Industry, reports published by provincial government platforms and annual reports of enterprises.
DOI: 10.6084/m9.figshare.1610063.v3
title: HOPV15 Dataset

description: Standard data sets used for the calibration of computational results have been extremely useful for the development of electronic structure methods and their application to areas such as thermochemistry1–3 as well as non-covalent interactions4,5. To our knowledge, the field of organic photovoltaics, specifically as it pertains to high-throughput virtual screening, lacks a similar collection of data. Since the relationship between theoretically predicted and experimentally observed properties is often non-trivial, the dissemination of directly comparable data for a well-defined set of molecules can be a great asset to accelerate advances in this field. The Harvard Organic Photovoltaic Dataset (HOPV15) presented in this work is a collation of experimental photovoltaic data from the literature, and corresponding quantum-chemical calculations performed over a range of geometries, each with quantum chemical results using a variety of density functionals and basis sets. It is anticipated that this dataset will be of use in both relating electronic structure calculations to experimental observations through the generation of calibration schemes, as well as for the creation of new semi-empirical methods and the benchmarking of current and future model chemistries in the domain of organic electronics.
DOI: 10.6084/m9.figshare.27215991.v1
title: Gold price and events

description: This document contains statistical data and analysis of global gold demand and prices from 2010 to 2024, presented by Dojipedia, a website focused on Forex investment information. The data is organized quarterly and includes various categories of gold demand such as jewelry fabrication, technology use, investment, and central bank purchases. It also provides the LBMA gold price in US dollars per ounce for each quarter.The document highlights significant events that influenced gold prices and demand during this period. These events include major economic crises, geopolitical tensions, and market shifts. For instance, it mentions the European debt crisis in 2010, the U.S. credit rating downgrade in 2011, the Federal Reserve's quantitative easing tapering signals in 2013, and the COVID-19 pandemic's impact starting in 2020.The data shows how gold demand and prices often increase during times of economic uncertainty or political instability, as investors view gold as a safe-haven asset. For example, gold prices reached record highs in 2024 amid global economic and geopolitical uncertainties.Dojipedia presents itself as a platform with five years of Forex market investment experience. The site offers free educational content on technical analysis methods such as Elliott Wave, ICT Trading, and Smart Money Concept. It also mentions plans to publish free books on technical analysis.The document includes a disclaimer stating that the information provided is for general purposes only and not financial advice. It warns about the high risks associated with investing in financial markets like CFDs, Forex, cryptocurrencies, and gold. The disclaimer emphasizes that leveraged products may not be suitable for all investors due to the high risk to capital.Overall, this document serves as a comprehensive resource for those interested in gold market trends and their relationship to global economic events over the past decade and a half.
DOI: 10.6084/m9.figshare.13603379.v1
title: Supplementary Material for: Ole e 3, a Candidate for in vivo Diagnosis of Polcalcin Sensitization

description: <b><i>Introduction:</i></b> Polcalcins belong to the family of calcium-binding proteins. They are ubiquitous in the plant kingdom and highly conserved, which leads to these panallergens showing a high degree of inter-cross-reactivity. They are responsible for allergic polysensitization, and therefore, their diagnosis is necessary for correct selection of immunotherapy. The objectives were to develop a method to purify native polcalcin with intact allergenic properties and to validate its use for diagnosis of polcalcin sensitization. <b><i>Methods:</i></b> Ole e 3 was purified by immunoaffinity chromatography using anti-rChe a 3 polyclonal antibodies and identified by mass spectrometry. Calcium-binding assays were performed in immunoblot and ELISA assays. Diagnostic capacity of Ole e 3 was analyzed by ELISA and compared to ImmunoCAP with sera from a pollen-sensitized population. Cross-reactivity with other polcalcins was investigated by ImmunoCAP inhibition. <b><i>Results:</i></b> Immunogenicity of purified Ole e 3 was not affected by the addition of calcium. However, the presence of a calcium chelator agent completely inhibited IgG binding by immunoblot and produced a 32.3% reduction in IgE binding by ELISA. Ole e 3 enabled diagnosis of polcalcin-sensitized patients, and a good correlation was revealed with ImmunoCAP. A 50% inhibition in IgE binding was obtained with 2.8 ng of Ole e 3 for rBet v 4 and 3.9 ng for rPhl p 7. <b><i>Discussion/Conclusion:</i></b> Native Ole e 3 was purified by maintaining its allergenic properties. This innovative method enables obtaining this active native allergen to be used for in vivo diagnosis of polcalcin sensitization.
DOI: 10.6084/m9.figshare.28246883.v1
title: stoic_data.pdf

description: Transcripts for #Stoicism2.0: A Multimodal Discourse Analysis of Stoicism on TikTok article<br><br>
DOI: 10.6084/m9.figshare.3517454.v1
title: Appendix A. Map, geographic coordinates, and predicted stable hydrogen isotope ratios of growing-season precipitation at collection localities.

description: Map, geographic coordinates, and predicted stable hydrogen isotope ratios of growing-season precipitation at collection localities.
DOI: 10.6084/m9.figshare.7991276.v2
title: Outcome measures & analyses scripts for "Corticomuscular control of walking in older people and people with Parkinson’s disease"

description: Time- and frequency domain, gait and clinical outcome measures during overground and treadmill walking in healthy young, healthy older and people with Parkinson's disease; input data into SPSS. Data were recorded via EEG from left and right sensorimotor cortices and EMG from left and right Tibialis Anterior muscles.<br>
DOI: 10.17632/3nr54vyvtk
title: In vivo armed macrophages curb liver metastasis through tumor-reactive T-cell rejuvenation

description: Despite recent progress in cancer treatment, liver metastases persist as an unmet clinical need. Here, we show that arming liver and tumor-associated macrophages in vivo to co-express tumor antigens (TAs), IFNα, and IL-12 unleashes robust anti-tumor immune responses, leading to the regression of liver metastases. Mechanistically, in vivo armed macrophages expand tumor reactive CD8+ T cells, which acquire features of progenitor exhausted T cells and kill cancer cells independently of CD4+ T cell help. IFNα and IL-12 produced by armed macrophages reprogram antigen presenting cells and rewire cellular interactions, rescuing tumor reactive T cell functions. In vivo armed macrophages trigger anti-tumor immunity in distinct liver metastasis mouse models of colorectal cancer and melanoma, expressing either surrogate tumor antigens, naturally occurring neoantigens or tumor-associated antigens. Altogether, our findings support the translational potential of in vivo armed liver macrophages to expand and rejuvenate tumor reactive T cells for the treatment of liver metastases.

Data availability: The MERFISH, single-cell RNA sequencing and bulk RNA sequencing data have been deposited in the GEO repository under the accession number GSE273615. Additionally, the WES data have been uploaded to the ENA portal with the accession number PRJEB78386.
Code availability: Code is available at the following link: http://www.bioinfotiget.it/gitlab/custom/notaro_mouse_lm_2025.
DOI: 10.6084/m9.figshare.24237376.v2
title: The Environment for Analysis of Geo-Located Energy Information’s Recorded Electricity Outages 2014-2023

description: The core of the provided dataset includes eight years of power outage information at the county level from 2014 to 2023 at 15-minute intervals collected from utility’s public outage maps on their websites by the EAGLE-I program at ORNL. Three supplementary files are included to augment the power outage data files. The first file includes the customer coverage rate of each state from 2018-2022. The second file provides the modeled number of electric customers per county as of 2022. The third presents our Data Quality Index and the four sub-components by year by FEMA Region for 2018-2022. UPDATE 2/16/2023: Added 2023 outage data and Uri_Map.R and DQI_processing.R files have been added. They were used to create graphics in associated works.
DOI: 10.6084/m9.figshare.19358408.v5
title: The fear of war scale (FOWARS): development and initial validation (group A)

description: The emergence of the Ukraine-Russia war led to fear, worry and anxiety among individuals, mostly in the immediate neighbor countries of Ukraine. The purpose of the present study was to develop the Fear of War Scale (FOWARS), aiming to fill the gap in the literature that currently is scarce in valid assessment tools for measuring the fear of war. The sample of the study consisted of N = 1131 participants (n = 670 for group A and n = 461 for group B) Hungarian speaking participants, mainly from Romania and Hungary. Exploratory factor analysis evinced a two-factor model of the newly developed scale, and the final version fulfilled the criteria of the confirmatory factor analysis. The 13-items FOWARS has robust psychometric properties and proves to be appropriate for fear of war assessment in the general population. The phenomenon is measured on two factors, namely experiential and physiological dimensions of fear. The scale is available in the present paper in two languages: English and Hungarian.
DOI: 10.6084/m9.figshare.27874383.v1
title: Soil phosphorus regulates summer CO<sub>2</sub> flux response to air temperature in nitrogen-poor northern permafrost ecosystems

description: The dataset is an augmentation of data derived from See et al. (2024). <i>Nature Climate Change.</i> https://doi.org/10.1038/s41558-024-02057-4. It was updated to verify the roles of phosphorus in summer CO<sub>2</sub> flux response to air temperature in nitrogen-poor northern permafrost ecosystems
DOI: 10.6084/m9.figshare.29147825.v1
title: Analytical Methods for "The provenance dynamics of the Harbin loess, northeast China over the past 195 ka: Insights from heavy mineral composition"

description: This dataset contains four supplementary files that detail the experimental methods used in the paper "The provenance dynamics of the Harbin loess, northeast China over the past 195 ka: Insights from heavy mineral composition." The first file (Text S1) explains the detailed procedures for Optically Stimulated Luminescence (OSL) dating of the Harbin loess outcrop section, including sample collection and preparation, extraction of quartz and K-feldspar grains, measurement of the equivalent dose, and the calculation method for the total environmental dose rate. The second file (Text S2) describes the Electron Spin Resonance (ESR) dating method applied to the section samples, specifically the quartz Ti-Li center method, covering quartz extraction and purification, equivalent dose measurement using the additive dose method, and the evaluation of the environmental dose rate. The third file (Text S3) outlines the process for optical heavy mineral analysis of the Harbin loess sediments, which includes size separation, elutriation, heavy liquid separation, magnetic separation, and final microscopic identification and counting. The fourth file (Text S4) details the operational procedures for the automated mineral analysis of Harbin loess and Northeast Sandy Land sediments using a TESCAN Integrated Mineral Analyzer (TIMA), explaining its working principles, sample preparation, analysis mode selection, and data processing steps.
DOI: 10.6084/m9.figshare.12859538.v1
title: Supplementary Material for: OnkoCampus

description: Medicine
DOI: 10.6084/m9.figshare.6170651.v1
title: Supplemental gene lists to accompany Figure 5b-g. MCL Clustering of tfap2a;tfap2c knockout associated genes.

description: Gene list to accompany Figure 5b-g. MCL clustering of tfap2a and tfap2c knockout associated genes. the log2 fold changes and adj p-value are derived from tfpa2a/c knockouts compared to wild-type siblings.
DOI: 10.6084/m9.figshare.14905584.v1
title: data.tar.gz

description: As for .csv files, the first column is the index of the point, the last three columns are the nearest points, and the medium columns are multiple attributes.<br>Regarding .shp files, they contain geographic coordinates information.
DOI: 10.6084/m9.figshare.24100149.v1
title: Table S1 from On ability of perch to colonize new waterbodies — indirect evidence and sticky facts: a comment on Garcia <i>et al.</i> (2023)

description: Electronic supplementary material includes the results of genetic assignment simulations performed using ONCOR software
DOI: 10.17632/8bpvkd694t
title: Replication package for "The Flexible Reverse Approach for Decomposing Economic Inefficiency: With an Application to Taiwanese Banks"

description: This package contains the files required for replicating the results reported in the paper “The Flexible Reverse Approach for Decomposing Economic Inefficiency: With an Application to Taiwanese Banks” coauthored with Jesús T Pastor, Juan Aparicio, and Javier Alcaraz and accepted for publication in June 2024 in Economic Modelling. 

The package contains: 

- A Word™ file describing the content of the accompanying Excel file, where the results of the example reported in Table 1 are replicated. The file includes basic instructions for running Excel’s Solver and the Visual Basic for Applications (VBA) macros that automate the optimization processes for all firms. 

- An Excel™ file consisting of four tabs. The first tab presents the data, while each successive tab includes the models and results for the weighted additive technical inefficiency (Model_1), profit inefficiency (Model_4), and the closest benchmarks maximizing profit (Model_5).

The replication files correspond to the example used to illustrate the flexible reverse approach for measuring and decomposing profit inefficiency. The data on Taiwanese banks, collected and studied by Juo et al. (2015), were kindly provided by Prof. Tsu-Tan Fu. Since these data are not publicly available, readers interested in replicating the empirical application should contact the above authors. The spreadsheets can be easily modified to measure and decompose the profit inefficiency of any dataset of choice.

Reference:
Juo, J. C., Fu, T. T., Yu, M. M., & Lin, Y. H. (2015). Profit-oriented productivity change. Omega, 57, 176-187.
DOI: 10.6084/m9.figshare.29125703.v1
title: BLATT-TIP: a two-stage approach for accurate identification of tyrosinase inhibitory peptides based on BiLSTM and self-attention

description: The data file contains a dataset
DOI: 10.17632/cbnvbyw7xt
title: Peru archaeological radiocarbon database 20,000-7000 14C BP

description: 2023 update to the Peruvian archaeological radiocarbon database for the Late Pleistocene to early Middle Holocene. The new database (version 2) includes 493 radiocarbon dates spanning 20,000 to 7000 14C BP. Table S1 contains accepted dates. Table S2 contains rejected dates. Details in Rademaker, 2024 Quaternary International.
DOI: 10.6084/m9.figshare.21971246.v3
title: raw data for figures-Park BMC Biol 2023.xlsx

description: data used to create supplementary figures for: Park et. al., Efficient prioritization of CRISPR screen hits by accounting for targeting efficiency of guide RNA, BMC Biol, 2023.
DOI: 10.6084/m9.figshare.22691437.v1
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.22696414.v3
title: Predictive model - Triple-Negative Breast Cancer

description: The database presented is part of a case-control study conducted in female patients diagnosed with breast cancer registered in the database of the Regional Institute of Neoplastic Diseases of the North "Dr. Luis Pinillos Ganoza" – IREN Norte, during the period from January 2015 to August 2022.
DOI: 10.6084/m9.figshare.14871344.v1
title: ESM Table 3 Experimental results with individual averages from Molar biomechanical function in South African hominins <i>Australopithecus africanus</i> and <i>Paranthropus robustus</i>

description: Results from the experiments
DOI: 10.17632/sx8mcc429w
title: Data for: Capital Accumulation and Dynamic Gains from Trade

description: All of the data we use in the paper are publicly available. The description of the datasets is in the paper.
DOI: 10.6084/m9.figshare.11472312.v1
title: FASTA file of published type 1 collagen sequences from red deer and elk from The biomolecular characterization of a finger ring contextually dated to the emergence of the Early Neolithic from Syltholm, Denmark

description: The database was prepared using previously published type 1 collagen sequences from Cervus elaphus and Alces alces published by Welker et al (2016). Missing amino acids in the Alces and Cervus collagen sequences were substituted with ones from the same positions from the Bos taurus sequence (obtained from UniProt, 20-07-18).
DOI: 10.17632/y6x42b9cg5
title: Procalcitonin as an alternative tumor marker of medullary thyroid carcinoma. A meta-analysis

description: Procalcitonin as an alternative tumor marker of medullary thyroid carcinoma. A meta-analysis
DOI: 10.6084/m9.figshare.14077169.v1
title: Mie Model dataset

description: The data in this data set is the initial data of the draft MIE schema.
DOI: 10.6084/m9.figshare.16767115.v1
title: Field measurements and code.zip

description: Field measurements and code
DOI: 10.6084/m9.figshare.26889706.v1
title: Replication data for the manuscript "Unraveling Arctic sea ice response to atmospheric rivers: Insights from sea ice modeling"

description: Composites anomalies of the physical properties of sea ice when atmospheric rivers approach the ice cover simulated by CICE5.