cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18446121
title: Silicon Phononic Crystal Directional Coupler: A Methodological Standard for Supermode-Based Coupling Characterization (v2.1.0)

description: This repository accompanies a first-draft component paper on a silicon phononic crystal (PnC) directional coupler intended as a routing primitive for guided phononic modes. The release provides (i) the manuscript draft, (ii) reproducible analysis artifacts (data + figures) supporting coupling-curve extraction and manufacturability/yield diagnostics, and (iii) a design framework based on coupled-mode modeling and feasibility bounds.

Important scope note (data provenance): the coupling-curve dataset data/gd_curve.csv included in this v1.0 release is explicitly labeled SYNTHETIC_DEMO_ONLY and is provided solely to validate the workflow, plotting, and tolerance/yield methodology. Geometry-specific coupling curves inferred from FEM eigenfrequency extraction (supermode splitting) are planned for a subsequent release and will replace the synthetic placeholder dataset.

Note: This dataset is a supplement to a first-draft component manuscript . Code in this archive is additionally licensed under MIT (see LICENSE-MIT.txt). Data/figures/manuscript are CC BY 4.0.
DOI: 10.5281/zenodo.18437759
title: Silicon Phononic Crystal Directional Coupler: A Methodological Standard for Supermode-Based Coupling Characterization (v2.1.0)

description: This repository accompanies a first-draft component paper on a silicon phononic crystal (PnC) directional coupler intended as a routing primitive for guided phononic modes. The release provides (i) the manuscript draft, (ii) reproducible analysis artifacts (data + figures) supporting coupling-curve extraction and manufacturability/yield diagnostics, and (iii) a design framework based on coupled-mode modeling and feasibility bounds.

Important scope note (data provenance): the coupling-curve dataset data/gd_curve.csv included in this v1.0 release is explicitly labeled SYNTHETIC_DEMO_ONLY and is provided solely to validate the workflow, plotting, and tolerance/yield methodology. Geometry-specific coupling curves inferred from FEM eigenfrequency extraction (supermode splitting) are planned for a subsequent release and will replace the synthetic placeholder dataset.

Note: This dataset is a supplement to a first-draft component manuscript . Code in this archive is additionally licensed under MIT (see LICENSE-MIT.txt). Data/figures/manuscript are CC BY 4.0.
DOI: 10.15468/dl.6hmvxg
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Agalychnis",
 "Year 1980-2026"
 ]
}

 The dataset includes 518 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003982-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31220905
title: UV-activated assisted electrochemical process for mine water deep mineralization and resource recovery data sets

description: Leveraging the ultraviolet sensitivity of inherent chromophore groups and conjugated structures, this study developed an ultraviolet-activated assisted electrochemical process. By harnessing ultraviolet/oxidant synergies, this approach achieves ~89.9% total organic carbon removal, with minimal performance decay over 1,000 hours. Combined with ultraviolet-visible spectroscopy, fluorescence excitation-emission-matrix spectroscopy, Fourier Transform Ion Cyclotron Resonance Mass Spectrometer, and model contaminant experiments, this study elucidates an ultraviolet activation and radical attack synergistic mechanism driving organic mineralization. The direct integration of purified brine with bipolar membrane electrodialysis successfully produces acid, high-purity alkali (&gt;99%), and reusable water, thereby closing the loop of impurities removal and resource recovery.
DOI: 10.6084/m9.figshare.31220905.v2
title: Source data for ‘UV-activated assisted electrochemical process for mine water deep mineralization and resource recovery'

description: Leveraging the ultraviolet sensitivity of inherent chromophore groups and conjugated structures, this study developed an ultraviolet-activated assisted electrochemical process. By harnessing ultraviolet/oxidant synergies, this approach achieves ~89.9% total organic carbon removal, with minimal performance decay over 1,000 hours. Combined with ultraviolet-visible spectroscopy, fluorescence excitation-emission-matrix spectroscopy, Fourier Transform Ion Cyclotron Resonance Mass Spectrometer, and model contaminant experiments, this study elucidates an ultraviolet activation and radical attack synergistic mechanism driving organic mineralization. The direct integration of purified brine with bipolar membrane electrodialysis successfully produces acid, high-purity alkali (&gt;99%), and reusable water, thereby closing the loop of impurities removal and resource recovery.
DOI: 10.6084/m9.figshare.31220905.v3
title: UV-activated assisted electrochemical process for mine water deep mineralization and resource recovery data sets

description: Leveraging the ultraviolet sensitivity of inherent chromophore groups and conjugated structures, this study developed an ultraviolet-activated assisted electrochemical process. By harnessing ultraviolet/oxidant synergies, this approach achieves ~89.9% total organic carbon removal, with minimal performance decay over 1,000 hours. Combined with ultraviolet-visible spectroscopy, fluorescence excitation-emission-matrix spectroscopy, Fourier Transform Ion Cyclotron Resonance Mass Spectrometer, and model contaminant experiments, this study elucidates an ultraviolet activation and radical attack synergistic mechanism driving organic mineralization. The direct integration of purified brine with bipolar membrane electrodialysis successfully produces acid, high-purity alkali (&gt;99%), and reusable water, thereby closing the loop of impurities removal and resource recovery.
DOI: 10.15468/dl.5g7zzp
title: Occurrence Download

description: A dataset containing 1799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus arcuatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 1799 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003984-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2tm7229j
title: Excess methane data from the Greenland Ice Sheet Project Two (GISP2) and North Greenland Eemian Ice Drilling (NEEM) ice cores, 1400-2400 meter depth

description: This dataset includes new measurements of in-situ, non-atmospheric methane release during the melt-refreeze analysis of ice samples for atmospheric methane measurement, also known as excess methane (CH4xs). All measurements were made at the Oregon State University Ice Core Laboratory and followed the methods of Lee et al., 2020 and Mitchell et al., 2013. Measurements were made using ice from the Greenland Ice Sheet Project Two (GISP2) and North Greenland Eemian Ice Drilling (NEEM) ice cores in 2018, 2019, and 2021. In total, 70 new measurements were made on NEEM ice and 406 measurements on GISP2 ice. The Ca2+ content of the ice was calculated using the published Ca2+ concentration records, and the mass and depth ranges of each sample. For GISP2, the year the measurement was made is included.
 Mitchell, L., Brook, E., Lee, J. E., Buizert, C. &amp; Sowers, T. Constraints on the late
 Holocene anthropogenic contribution to the atmospheric methane budget. Science 342, 964-966 (2013).
 Lee, J. E. et al. Excess methane in Greenland ice cores associated with high dust
 concentrations. Geochimica et cosmochimica acta 270, 409-430 (2020).
DOI: 10.18739/a26h4cr61
title: Seasonal soil active layer measurements from a Circumpolar Active Layer monitoring (CALM) grid, (R5) Vaskiny Dachi, West Siberia 1993-2020

description: The Circumpolar Active Layer Monitoring (CALM) program represents the only coordinated program providing collection, standardization, open access, and dissemination of active-layer data world-wide. Widespread, systematic changes in the thickness of the active layer could have profound effects on the flux of greenhouse gases, on the human infrastructure in cold regions, and on landscape and hydrologic processes. It is therefore critical that observational and analytical procedures continue over decadal periods to assess trends and detect cumulative, long-term changes. This dataset contains active-layer observations conducted by the CALM program since the 1990s, supported by a series of National Science Foundation (NSF) awards. CALM program is an integral part of the Global Terrestrial Network for Permafrost.
 CALM 2020 data are significantly reduced due to pandemic-related travel restrictions. Available 2020 data are limited in terms of extent, and observations were not as controlled as previous years in terms of measurement timing or method, and therefore should be treated with caution.
DOI: 10.17632/w7j7k7cwdv
title: Data for: Aerodynamic Optimization by Continually Moving Parametric ROM

description: these are the codes used to generate in the paper. Two matlab codes for airfoil parameterization and to call on ansys.Gambit and FLUENT to do CFD analysis automatically.
DOI: 10.6084/m9.figshare.12286658.v1
title: Additional File 1. Sequence alignments of selected candidate HGTs in S. rosetta used in phylogenetic analysis

description: Peptide sequences of candidate HGTs were aligned to representative sequences from selected metazoa, eukaryotic, and prokaryotic taxa using MAFFT version 7.
DOI: 10.6084/m9.figshare.16733620.v1
title: Resultados de aplicación de formulario CERLALC sobre Comportamiento lector en estudiantes universitarios peruanos

description: Statistical tables of my thesis Comportamiento lector en estudiantes de Bibliotecología y Ciencias de la Información de la Universidad Nacional Mayor de San Marcos, during 2020.
DOI: 10.6084/m9.figshare.21835056.v1
title: File 3

description: Abundance of amplicon sequence variants in each sample
DOI: 10.17632/32mdgvkjyr
title: Experimental Result

description: Our proposed GDST-PPO outperforms six baseline methods in terms of efficiency, resource utilization, and robustness metrics across different scales of scientific workflows. For each case, data were collected through 10 replicated trials, averaged and subjected to paired t-test/Wilcoxon signed rank test.
DOI: 10.6084/m9.figshare.22121477.v4
title: Lending Club

description: This dataset is a modified version of the Kaggle Lending Club dataset found at https://www.kaggle.com/datasets/wordsforthewise/lending-club, including a model trained on the training set. <br> The data contains 2007 through 2018 Lending Club accepted and rejected loan data. <br> The dataset is licenced under CC0 1.0 Universal (CC0 1.0) Public Domain Dedication https://creativecommons.org/publicdomain/zero/1.0/
DOI: 10.6084/m9.figshare.26082457.v1
title: Data File

description: 随着ChatGPT的问世，人工智能对体认翻译的发展带来了巨大影响。但这些影响对体认翻译（embodied-cognitive translation）的发展仅仅是辅助性的，因为ChatGPT作为一种工具无法使得人脑能力本身获得提升。本研究经实证研究发现相当部分的中国英语学习者在英汉翻译时，并不将句法处理（syntactic processing）应用于句子理解（sentence comprehension）并进一步提出这些被试弃用句法处理（syntactic processing）的原因是在很多情况下句法处理（syntactic processing）对句子理解（sentence comprehension）没有帮助。在句子理解（sentence comprehension）中弃用句法处理（syntactic processing）这种认知能力缺陷无法通过ChatGPT提升。相反，解决这个问题的关键在于如何使得句法处理（syntactic processing）在认知层面上对句子理解（sentence comprehension）有益。这类以认知思维为导向的研究是体认翻译的发展路径，而ChatGPT作为人工智能的成果对体认翻译而言只是研究工具。本文对体认翻译学（embodied-cognitive translation）视阈下的认知句法研究具有一定启发意义。
DOI: 10.17632/jb2d33bmwx
title: Global Trends in Melanoma Burden

description: Supplemental tables and figures for "Global Trends in Melanoma Burden: A Comprehensive Analysis from the Global Burden of Disease Study, 1990-2021"
DOI: 10.6084/m9.figshare.20479893.v1
title: Kinematics ans kinetics data during tiptoe standing on one leg.xlsx

description: This is averaged kinematics and kinetics of lower limbs during tiptio standing on one leg by recreational classical ballet dancers who trained for long years.
DOI: 10.6084/m9.figshare.7673651.v1
title: Abies alba biomass dataset

description: This dataset covers all data used for biomass estimation in the related article (submitted, reference TBA). The dataset contains:legends - description of all columns in sheetsabbreviations - list of abbreviations usedsample trees - data about sample trees harvested during the studysite-specific models - site-specific tree-level allometric models used for estimation of plot-level biomassStructures - tree stand structures of sample plotsallometric - set of published alloimetric equations used for comparison with our study
DOI: 10.17632/kdkhd6dxkt
title: Data for: The effect of parallel pipeline parameters on the characteristics of gravity and magnetic surveys

description: The research data include the program for solving gravity and magnetic anomalies of parallel pipeline, the program for calculating the demagnetization coefficient of a pipeline, the standard for determining the range of parallel pipeline parameters, the program for the effect of parallel pipeline parameters on the characteristics of gravity and magnetic surveys, the magnetic anomaly acquisition equipment and parallel pipeline magnetic anomaly observed data.
DOI: 10.17632/xx99d2rw7b
title: LINF_180007200

description: RNA-binding protein 29 | RBP29; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.28927541.v1
title: Obliczenie Potencjału Modelu

description: Plik przedstawia obliczenie potencjału linii trendu do roku 2028
DOI: 10.6084/m9.figshare.29149493.v1
title: Delaire_et_al_Kinship_and_Social_Organization_KW_Crozet_data_for_review

description: Data associated with Delaire et al. “<i>Evidence of long-lasting associations between related and unrelated individuals in a subantarctic killer whale population</i>”.
DOI: 10.6084/m9.figshare.24082641.v2
title: share.zip

description: The file contains the training data for the ensemble deep learning model, and a python code to training the model. I applied mask to secure the privacy
DOI: 10.6084/m9.figshare.25560336.v4
title: <b>databank (Contrasting bone profiles in PCOS are related to BMI: a systematic review and meta-analysis)</b>

description: Files with data used in the elaboration of the manuscript "<b>Contrasting bone profiles in PCOS are related to BMI: a systematic review and meta-analysis"</b><br>other co-authors: Graziela Rissetti and Julia Mottecy Piovezan
DOI: 10.6084/m9.figshare.4233380.v1
title: The diversification of granitoids and plate tectonic implications at the Archaean–Proterozoic boundary in the Bundelkhand Craton, Central India

description: Major and trace element concentrations and U-Pb results of granitoids from the Bundelkhand Craton
DOI: 10.6084/m9.figshare.29133818.v1
title: Benchmark Dataset for Pore VNs

description: Benchmark Dataset
DOI: 10.17632/bn97jm6bng
title: Bound by Ancestors: Immigration, Credit Frictions, and Global Supply Chain Formation

description: Replication package for Choi, Jaerim; Hyun, Jay; Park, Ziho. "Bound by Ancestors: Immigration, Credit Frictions, and Global Supply Chain Formation," Journal of International Economics.
DOI: 10.6084/m9.figshare.105599.v3
title: Dataset for: 'Assessing insect responses to climate change: What are we testing for? Where should we be heading?

description: Dataset for "Assessing insect responses to climate change: What are we testing for? Where should we be heading?" PeerJ
DOI: 10.6084/m9.figshare.19196138.v1
title: PD-Walk.rar

description: PD-Walk dataset for parkinson's disease diagnosis. The dataset contains skeletons extracted from patients' walking videos.
DOI: 10.6084/m9.figshare.5938210.v1
title: Supplementary Material for: Symptom-Specific Effects of Psychotherapy versus Combined Therapy in the Treatment of Mild to Moderate Depression: A Network Approach

description: Medicine
DOI: 10.17632/wvp9tksn72
title: SDNCampus Dataset

description: The SDNCampus dataset provides a collection of flow statistics data across thirty applications available in a campus and other enterprise networks. It serves as a valuable resource for developing and evaluating deep learning models intended for precisely classifying applications generating traffic in a network.
Key Features:
The dataset precisely documents and labels thirty applications organized in single file for each application. To ensure inclusivity, a range of applications which are found on conventional computers, smart phones and Internet of Things (IoT) gadgets is represented. Efforts have been made to maintain a balanced distribution of samples across applications classes to enhance model training efficacy and generalization.
DOI: 10.17632/ydtms99mjm
title: Languages and Social Cohesion: A transdisciplinary literature review (Dataset)

description: This dataset complements the book by Gabriela Meier (University of Exeter, UK) and Simone Smala (University of Queensland, Australia): Meier, G. & Smala, S. (2022). Languages and Social Cohesion: A Transdisciplinary Literature Review. Routledge. https://www.routledge.com/Languages-and-Social-Cohesion-A-Transdisciplinary-Literature-Review/Meier-Smala/p/book/9780367637200. Available from 26 July 2021. The dataset of 285 references to peer-reviewed articles published in academic journals between 1992 and 2017 (identified systematically following the PRISMA protocol as is explained in the Chapter 3 of the book) is offered here as an EndNote Library to increase transparency and utility of the work we present, analyse and discuss in the book. It is designed to support researchers and other stakeholders to quickly and easily find literature related to themes and sub-themes, as well as by research design. The project described in the book had the aim to answer the question: In what way are languages associated with social cohesion in academic articles? As can be seen in the concluding chapter of the book (Chapter 5), this transdisciplinary literature review resulted in a transdisciplinary language and social cohesion framework, which is accompanied by user-friendly tools that can be used to explore the language-and-social cohesion constellation in diverse real-life contexts. The EndNote Library available here presents the results of our systematic literature search and thematic analysis, which formed the basis of our analysis, discussion and interpretation of the data. In the EndNote Library, the articles are sorted by research design (qualitative, quantitative, and mixed method research, theory articles, case studies, practice reports and literature reviews). Importantly, the EndNote Library is also sorted by the main themes (see below) and respective sub-themes, which correspond to the themes discussed in the book. Main themes in the book (headings used in the EndNote Library): A: Social networks and access to resources through languages (social networks and resources) B: Norms related to languages and groups (ideological orientations) C: Languages and a sense of group belonging (belonging to groups) D: Manifestation of linguistic behaviour and social cohesion (practices in education/society) E: Formal language planning and social cohesion (policy and curricula)
DOI: 10.6084/m9.figshare.28953008.v1
title: Data of the article "The physiological cost of being hot: High thermal stress and disturbance decrease energy reserves in dragonflies in the wild"

description: Anthropogenic disturbance alters macro and microclimatic conditions, often increasing ambient temperatures. These changes can strongly affect insects, particularly those experiencing high thermal stress (i.e, large differences between body and environmental temperature), as prolonged exposure to elevated temperatures can reduce their energetic reserves due to increased metabolic demands and physiological stress. We evaluated thermal stress in 16 insect dragonfly species during two sampling periods (2019 and 2022) in preserved and disturbed sites within a tropical dry forest in western Mexico. Also, we compared energetic condition (lipid and protein content) and thoracic mass for the seven most abundant species between both habitat types. In preserved sites, insects showed higher thermal stress at lower maximum temperatures, which decreased as temperatures increased. Dragonflies in disturbed sites maintained consistent levels of thermal stress across the temperature gradient. Thermal stress and body size were positively associated, and both were linked to lower lipid and protein content. Despite this, individuals from disturbed sites were larger but had lower energy reserves than those from preserved sites. Our findings suggest that although species can persist in disturbed environments, their energetic condition may be compromised, especially in individuals experiencing high thermal stress — potentially affecting their performance and fitness. Preserving suitable habitats is essential not only for maintaining species diversity but also ensuring ecological functions, particularly those performed by flying insects with high thermal stress such as dragonflies.
DOI: 10.6084/m9.figshare.14706795.v2
title: Reformas electorales en América Latina (1977-2019)

description: Esta base de datos sistematiza las reformas electorales de 18 países de América Latina entre 1977 y 2019. En caso de utilizar estos datos, por favor, citar de la siguiente manera: Freidenberg, Flavia, Garrido de Sierra, Sebastián y Uribe Mendoza, Cristhian, 2021, “Reformas electorales de América Latina, 1977-2019", Observatorio de Reformas Políticas en América Latina (1978-2021). Ciudad de México: Instituto de Investigaciones Jurídicas (IIJUNAM) y Washington, D.C.: Secretaría de Fortalecimiento de la Democracia de la Organización de los Estados Americanos (SFP/OEA), V1.
DOI: 10.6084/m9.figshare.26298955.v1
title: Vertebrate taxonomic and functional hotspots in the Brazilian Atlantic Forest - FILES

description: The dataset has all the shapefiles, raster, tables, codes, appendices, supplementary materials and other necessary files to replicate all analyses in the manuscript. <b>Vertebrate taxonomic and functional hotspots in the Brazilian Atlantic Forest</b> (2024) is published in the <b>Diversity & Distribution</b>.
DOI: 10.17632/46b73wkkm8
title: Cultural and Creative Cities Monitor dataset

description: Dataset gathering 29 culture-related indicators for 168 European cities in 30 countries with a view to help local authorities measure and benchmark their performance and support the design of targeted policy actions and investment efforts. Indicators capture three main facets of cities' vitality: the presence and attractiveness of cultural venues and facilities (Cultural Vibrancy), the capacity of culture to generate jobs and innovation (Creative Economy), and the conditions enabling cultural and creative processes to thrive (Enabling Environment). Data come from official and publicly available sources – mainly Eurostat, but also the European Tertiary Education Register (ETER), four university rankings (QS, Shanghai, Leiden and Times), the Directorate-General for Regional and Urban Policy (DG REGIO) and experimental data from TripAdvisor.