cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.54zmds
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-3.14274 37.74533, -3.142752 37.7457, -3.142789 37.74607, -3.14285 37.74644, -3.142936 37.7468, -3.143046 37.74717, -3.143179 37.74752, -3.143336 37.74787, -3.143516 37.74822, -3.143719 37.74855, -3.143943 37.74888, -3.144189 37.7492, -3.144455 37.7495, -3.144742 37.7498, -3.145047 37.75008, -3.145371 37.75035, -3.145712 37.75061, -3.14607 37.75085, -3.146443 37.75107, -3.14683 37.75128, -3.147231 37.75148, -3.147645 37.75166, -3.148069 37.75182, -3.148504 37.75196, -3.148947 37.75208, -3.149398 37.75219, -3.149855 37.75228, -3.150318 37.75234, -3.150784 37.75239, -3.151253 37.75242, -3.151723 37.75243, -3.152193 37.75242, -3.152662 37.75239, -3.153128 37.75234, -3.153591 37.75228, -3.154048 37.75219, -3.154499 37.75208, -3.154942 37.75196, -3.155377 37.75182, -3.155801 37.75166, -3.156214 37.75148, -3.156615 37.75128, -3.157003 37.75107, -3.157376 37.75085, -3.157734 37.75061, -3.158075 37.75035, -3.158399 37.75008, -3.158704 37.7498, -3.15899 37.7495, -3.159257 37.7492, -3.159502 37.74888, -3.159727 37.74855, -3.159929 37.74822, -3.160109 37.74787, -3.160266 37.74752, -3.1604 37.74717, -3.16051 37.7468, -3.160595 37.74644, -3.160657 37.74607, -3.160694 37.7457, -3.160706 37.74533, -3.160694 37.74496, -3.160657 37.74459, -3.160595 37.74422, -3.16051 37.74385, -3.1604 37.74349, -3.160266 37.74313, -3.160109 37.74278, -3.159929 37.74244, -3.159727 37.7421, -3.159502 37.74178, -3.159257 37.74146, -3.15899 37.74115, -3.158704 37.74086, -3.158399 37.74057, -3.158075 37.7403, -3.157734 37.74005, -3.157376 37.73981, -3.157003 37.73958, -3.156615 37.73937, -3.156214 37.73918, -3.155801 37.739, -3.155377 37.73884, -3.154942 37.7387, -3.154499 37.73857, -3.154048 37.73847, -3.153591 37.73838, -3.153128 37.73831, -3.152662 37.73826, -3.152193 37.73823, -3.151723 37.73822, -3.151253 37.73823, -3.150784 37.73826, -3.150318 37.73831, -3.149855 37.73838, -3.149398 37.73847, -3.148947 37.73857, -3.148504 37.7387, -3.148069 37.73884, -3.147645 37.739, -3.147231 37.73918, -3.14683 37.73937, -3.146443 37.73958, -3.14607 37.73981, -3.145712 37.74005, -3.145371 37.7403, -3.145047 37.74057, -3.144742 37.74086, -3.144455 37.74115, -3.144189 37.74146, -3.143943 37.74178, -3.143719 37.7421, -3.143516 37.74244, -3.143336 37.74278, -3.143179 37.74313, -3.143046 37.74349, -3.142936 37.74385, -3.14285 37.74422, -3.142789 37.74459, -3.142752 37.74496, -3.14274 37.74533))"
 ]
}

 The dataset includes 251 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013680-251120083545085/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.30738107
title: <b>Influence of fine particle content on the mechanical behavior of river gravel material</b>

description: This paper investigates the influence of fine particle content on the mechanical behavior of river gravel materials. The triaxial shear tests were conducted on the gravel materials with different fine particle contents of 21.5%, 27.5%, and 33.5% under different confining pressure. The influence of fine particle content on the strength and deformation properties of the river gravel materials were analyzed. And the influences of fine particle content on the particle breakage were discussed on the basis of the relative breakage ratio and relative breakage parameters indicators.
DOI: 10.6084/m9.figshare.30738107.v1
title: <b>Influence of fine particle content on the mechanical behavior of river gravel material</b>

description: This paper investigates the influence of fine particle content on the mechanical behavior of river gravel materials. The triaxial shear tests were conducted on the gravel materials with different fine particle contents of 21.5%, 27.5%, and 33.5% under different confining pressure. The influence of fine particle content on the strength and deformation properties of the river gravel materials were analyzed. And the influences of fine particle content on the particle breakage were discussed on the basis of the relative breakage ratio and relative breakage parameters indicators.
DOI: 10.5676/dwd/dwd-expn-bads_v2024.01
title: DWD-Referenz-Ensembles v2018
title: DWD-Reference-Ensembles v2018

description: In verschiedenen Initiativen (EURO-CORDEX, ReKlies-DE oder PRINCIPLES) wurden Klimaprojektionsdaten auf Basis der unterschiedlichen Szenarien der zukünftigen Treibhausgaskonzentrationen (kurz: rcp oder ssp) für Europa und Deutschland in einer räumlichen Auflösung von bis zu 12,5 km Gitterpunktabstand erstellt.

Sofern die Klimaprojektionsdaten bestimmte Grundvoraussetzungen erfüllen, werden sie in das DWD-Referenz-Ensemble aufgenommen. Dazu gehört die Verfügbarkeit wichtiger bodennaher klimarelevanter Variablen, wie zum Beispiel Lufttemperatur (2 m), Niederschlag und Windgeschwindigkeit (10 m). Klimaprojektionen werden jedoch ausgeschlossen, wenn die jeweiligen Modellentwickler von der Verwendung der Datensätze aus bestimmten Gründen abraten oder Inkonsistenzen in den Daten auffällig wurden. Die Referenz-Ensembles des Deutschen Wetterdienstes von 2018 enthalten folgende Datensätze der Auflösung von 0,11°: https://www.dwd.de/DE/leistungen/klimaprojektionen/referenz-ensemble_tabelle.html

Die Klimaprojektionen des DWD-Referenz-Ensemble wurden beim DWD mit einem im Ressortforschungsprojekt BMV-Forschungsnetzwerk Themenfeld 1 entwickelten Verfahren auf ein 5 km x 5 km Gitter regionalisiert und multivariat bias-adjustiert. Es stehen tägliche Daten von 1971 - 2100 zur Verfügung.
description: Various initiatives (EURO-CORDEX, ReKlies-DE and PRINCIPLES) have produced climate projection data for Europe and Germany based on different scenarios for future greenhouse gas concentrations (abbreviated to rcp or ssp) with a spatial resolution of up to 12.5 km grid spacing.

Provided that the climate projection data meet certain basic requirements, they are included in the DWD reference ensemble. This includes the availability of important ground-level climate-relevant variables, such as air temperature (2 m), precipitation and wind speed (10 m). However, climate projections are excluded if the respective model developers advise against the use of the data sets for specific reasons or if inconsistencies in the data have become apparent. The German Weather Service's 2018 reference ensembles contain the following data sets with a resolution of 0.11°: https://www.dwd.de/DE/leistungen/klimaprojektionen/referenz-ensemble_tabelle.html

The climate projections of the DWD reference ensemble were regionalised to a 5 km x 5 km grid and multivariate bias-adjusted at the DWD using a method developed in the BMV Research Network. Daily data from 1971 to 2100 are available.
description: Berichte des Deutschen Wetterdienstes 254:
Statistische Aufbereitung von Klimaprojektionen: Downscaling und multivariate Bias-Adjustierung.
description: Description of the methods: Statististical processing of climate projections. Downscaling and multivariate biad-adjustment.
DOI: 10.21227/mgej-6686
title: "Mobile BS-Assisted Autonomous Scheduling of UAVs, Workers and Servers for Data Collection and Offloading in Disaster Response"

description: "Mobile BS-Assisted Autonomous Scheduling of UAVs, Workers and Servers for Data Collection and Offloading in Disaster Response"
DOI: 10.15468/dl.be7ssd
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((58.73369 43.64627,61.40434 44.17388,62.31181 46.54264,60.57896 47.25355,58 46.8,58 43.66287,58.46332 43.64266,58.73369 43.64627))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 571 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013683-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17747066
title: 锦江酒店2020-2024年现金流量表
DOI: 10.5281/zenodo.17747067
title: 锦江酒店2020-2024年现金流量表
DOI: 10.15468/dl.gd7sv9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arundinaria faberi"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013684-251120083545085/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.30738086
title: Train and Test Data for Research (Sudden Changes in Citizen Engagement on Civic Engagement Platforms Under Information Shocks: Citizen Resilience and Its Regulation Mechanism in Smart Cities)

description: These files contain Python pickle-serialised data comprising the training and test datasets for the deep reinforcement learning model constructed in our paper.
DOI: 10.6084/m9.figshare.30738086.v1
title: Train and Test Data for Research (Sudden Changes in Citizen Engagement on Civic Engagement Platforms Under Information Shocks: Citizen Resilience and Its Regulation Mechanism in Smart Cities)

description: These files contain Python pickle-serialised data comprising the training and test datasets for the deep reinforcement learning model constructed in our paper.
DOI: 10.34740/kaggle/ds/8560365
title: GCD-25k
DOI: 10.5281/zenodo.17736756
title: PATRICIA_WP4_DS_BLABONNE_PRM_2025

description: This dataset contains representative examples of input calculation files and result files corresponding to figures published in:

B. Labonne, C. Guéneau, M. Bertolus, Combined interatomic potential and electronic structure investigation of the cubic phases of the Am-O system, Phys. Rev. Mater., 2025, DOI:10.1103/qx3v-m636
DOI: 10.5281/zenodo.17736757
title: PATRICIA_WP4_DS_BLABONNE_PRM_2025

description: This dataset contains representative examples of input calculation files and result files corresponding to figures published in:

B. Labonne, C. Guéneau, M. Bertolus, Combined interatomic potential and electronic structure investigation of the cubic phases of the Am-O system, Phys. Rev. Mater., 2025, DOI:10.1103/qx3v-m636
DOI: 10.15468/dl.sgvmkm
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractomorpha sinensis"
 ]
}

 The dataset includes 228 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013685-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13905727
title: Health Workforce Shortage Areas
DOI: 10.34740/kaggle/dsv/13905726
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.21227/88t9-qz72
title: "Inside Defect Detection and Classification of Apple based on MRI Images"

description: "This dataset provides a high-quality collection of Magnetic Resonance Imaging (MRI) scans of Apple (fruit) samples designed for accurate internal defect detection and classification. It includes labeled images of both healthy and defective apples with diverse defect types. The dataset supports the development, training, and validation of advanced machine learning and deep learning models for non-destructive fruit quality assessment, post-harvest monitoring, and intelligent agricultural applications."
DOI: 10.15468/dl.7qwyge
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brachyponera luteipes",
 "Year 1981-2025"
 ]
}

 The dataset includes 222 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013687-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h26hyb
title: Occurrence Download

description: A dataset containing 1832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acrida cinerea"
 ]
}

 The dataset includes 1832 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013686-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15313725
title: Data of Simulation of Subauroral Polarization Streams Effects on the Nightside Airglow Emissions
DOI: 10.5281/zenodo.17747179
title: Data of Simulation of Subauroral Polarization Streams Effects on the Nightside Airglow Emissions
DOI: 10.6084/m9.figshare.27998597
title: EsxG·EsxH (TB9.8·TB10.4) mycobacterial peptides enhanced BCG-induce protection in a murine model of pulmonary Tuberculosis

description: The attenuated <i>Mycobacterium bovis</i> bacillus Calmette-Guérin (BCG) vaccine is the only validated vaccine against tuberculosis (TB); however, its efficiency is limited in adults because it induces wide variability in protection and has limited immunologic memory. A prior <i>in silico</i> study using bioinformatic analysis and molecular dynamic simulations identified four peptides (G1, G2, H1, and H2) derived from the mycobacterial antigens TB10.9·TB10.4 (EsxG·EsxH) with predicted capacity to bind MHC-II molecules and potentially activate T and B cells. The present study aimed to experimentally validate these peptides as potential candidates for subunit vaccine boosters. We evaluated their cytotoxicity and protective efficacy of these peptides against <i>Mycobacterium tuberculosis</i> (Mtb) in a murine model, where they were administered as a booster following BCG immunization. Two months after BCG vaccination, mice received a subcutaneous boost with G1, G2, H1, or H2 peptides. One month later, the mice were challenged with the reference strain H37Rv. Specific IgG antibody titers were quantified by ELISA. Boosting BCG with these peptides enhanced protection compared to BCG alone, as evidenced by reduced pulmonary bacterial load and induction of peptide-specific IgG antibodies. These findings support the potential of epitope-based subunit vaccines as BCG booster. This approach provides a foundation for developing targeted booster strategies against TB.
DOI: 10.6084/m9.figshare.27998597.v5
title: Mycobacterial EsxG·EsxH (TB9.8·TB10.4) peptides as a subunit vaccine to booster BCG vaccination in an experimental model of pulmonary Tuberculosis

description: <b>Background/Objectives</b>: The attenuated <i>Mycobacterium bovis</i> bacillus Calmette-Guérin (BCG) vaccine remains the only validated vaccine against tuberculosis (TB), but its efficiency is limited because it induces wide variability in protection and has limited immunologic memory. A prior<i>in silico</i>study with bioinformatic analysis and molecular dynamic simulations identified four peptides (G1, G2, H1, and H2) derived from the mycobacterial antigens TB10.9·TB10.4 (EsxG·EsxH) with ability to bind MHC-II molecules that potentially activate T and B cells.The present study aimed to experimentally validate these peptides as candidates for subunit vaccines. <b>Methods</b>: We assessed the cytotoxicity and protective efficacy ofthese peptides against <i>Mycobacterium tuberculosis</i> (Mtb) in a murine model, administered as a booster to BCG vaccination. Two months after BCG vaccination, mice received a subcutaneous boost with G1, G2, H1, or H2 peptides. One-month post-immunization, mice were challenged with thereference strain H37Rv. Specific IgG antibody titers were quantified via ELISA. <b>Results</b>: Boosting BCG with these peptides significantly enhanced protection compared to BCG alone, as evidencedby reduced pulmonary bacterial loads and specific IgG antibody production. <b>Conclusions:</b> These findings underscore the potential of epitope-based subunit vaccines to boost immunity against TB whenused as booster of BCG. This approach lays the groundwork for the development of tailored vaccine strategies targeting TB.
DOI: 10.6084/m9.figshare.27998597.v6
title: EsxG·EsxH (TB9.8·TB10.4) mycobacterial peptides enhanced BCG-induce protection in a murine model of pulmonary Tuberculosis

description: The attenuated <i>Mycobacterium bovis</i> bacillus Calmette-Guérin (BCG) vaccine is the only validated vaccine against tuberculosis (TB); however, its efficiency is limited in adults because it induces wide variability in protection and has limited immunologic memory. A prior <i>in silico</i> study using bioinformatic analysis and molecular dynamic simulations identified four peptides (G1, G2, H1, and H2) derived from the mycobacterial antigens TB10.9·TB10.4 (EsxG·EsxH) with predicted capacity to bind MHC-II molecules and potentially activate T and B cells. The present study aimed to experimentally validate these peptides as potential candidates for subunit vaccine boosters. We evaluated their cytotoxicity and protective efficacy of these peptides against <i>Mycobacterium tuberculosis</i> (Mtb) in a murine model, where they were administered as a booster following BCG immunization. Two months after BCG vaccination, mice received a subcutaneous boost with G1, G2, H1, or H2 peptides. One month later, the mice were challenged with the reference strain H37Rv. Specific IgG antibody titers were quantified by ELISA. Boosting BCG with these peptides enhanced protection compared to BCG alone, as evidenced by reduced pulmonary bacterial load and induction of peptide-specific IgG antibodies. These findings support the potential of epitope-based subunit vaccines as BCG booster. This approach provides a foundation for developing targeted booster strategies against TB.
DOI: 10.15468/dl.yf43bt
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salix cupularis"
 ]
}

 The dataset includes 107 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013689-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17746005
title: Multi-view atmospheric turbulence imaging dataset (MATID)
DOI: 10.5281/zenodo.17746004
title: Multi-view atmospheric turbulence imaging dataset (MATID)
DOI: 10.15468/dl.45ft7x
title: Occurrence Download

description: A dataset containing 7225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13.95605 36.12781,3.36187 36.12781,3.36187 43.05201,-13.95605 43.05201,-13.95605 36.12781))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Drosera rotundifolia"
 ]
}

 The dataset includes 7225 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013690-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17518263
title: Gravity, Emergent Mass, and a Reinterpretation of the Four Fundamental Forces through the relationship E=(G−T)c2

description: This paper provides a new perspective on the fundamental forces. Compared to the Standard Model, which uses four forces—Gravity, the Electromagnetic force, the Strong Nuclear force, and the Weak Nuclear force—the DCU introduces a deeper picture in which Gravity (G) and Dark Energy (T) form the primary pair of fundamental cosmological tensions. The remaining three forces emerge later, after the decoherence phase, where masses remain constant because:

ΔG=−ΔT⟹Δm=0

In other words, in the DCU, mass does not arise from nothing—it arises from a balance around Dark Matter, which in the DCU is not a "particle," but a fundamental informational field (the Null String): (it carries gravity, possesses no electromagnetic properties, does not dissipate energy, and conserves cycle information).
DOI: 10.5281/zenodo.17566158
title: E = (G − T)c²   Cosmology of the Dynamic Transformation of the Universe

description: Title: E=(G−T)c2 — The Cosmology of Dynamic Change of the Universe (DCU)

 

Abstract

This paper presents the Dynamic Change of the Universe (DCU) — an original, quantitative cosmological theory that offers a unified alternative to the standard ΛCDM model, thereby solving the singularity problem and the ontological puzzles of the dark sector.

Fundamental Axiom and Formalism:

The DCU model establishes the Universe as a dynamic balance between gravitational convergence (G) and the expansive tension of the vacuum (T), defining the effective energy of the Universe as the residual tension:

E=∣G−T∣c2

The entirety of the Universe's dynamics arises from a single, unitary field (the so-called "null string" or DM-field). Mathematically, the model is described by a nonlinear k-essence Lagrangian of the form Lϕ=M4[c1X+c2X2]−V0, where the nonlinear term c2 is crucial for the self-regulation of the system.

Key Solutions and Achievements:





Singularity Resolution: The kinetic nonlinearity (the c2 term) ensures the condition cs2>0, enabling a stable, non-singular cosmic "bounce" instead of the classical Big Bang, thereby preserving information unitarity.




Dark Sector Unification: DM, EDE, and DE are treated as different kinetic and potential phases of the same DM-field, thus resolving the coincidence problem.




Resolution of Empirical Tensions: The DCU model naturally predicts observational consequences consistent with current tensions, including an elevated local H0 value and reduced structure growth (σ8), which is explained by the EDE-phase of the DM-field.




Philosophical Inherence: The model presents the "Full Circle Logic" (a cyclic, self-balancing Universe) wherein DE is a manifestation of the Cosmological Membrane's tension, and c2 represents the elasticity of space itself.



The author introduces the epistemological framework of the "win–win singularity loop" as evidence of the hypothesis's irrefutable symmetry, where every experimental confirmation or refutation (unless c2 is proven impossible) leads to the same conclusion: that the Universe is cyclic and unitary. The paper calls for rigorous numerical testing of the parameter c2 for its falsification.