cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17887/wur01-1f6k4s
title: Data underlying the research on: Effects of high-moisture extrusion on nutritional quality of protein isolates and concentrated from different sources

description: Concerns have been raised over the nutritional adequacy of plant-based meat analogues, driven by the nutrient profile of their plant ingredients and their overall processed nature. To provide insights on the impact of processing on nutritional quality, this study evaluated the impact of high-moisture extrusion (HME) on anti-nutritional factors (ANFs), in vitro protein digestibility, amino acid score, and mineral bioaccessibility in commercial plant protein ingredients: faba bean isolate (FBI), pea protein isolate (PPI), soy protein concentrate (SPC), and vital wheat gluten (VWG). HME reduced the total phenolic content (8-35%) and trypsin inhibitor unit values (44-67%), while phytic acid levels remained stable. HME increased in vitro protein digestibility in SPC by 15–16%, whereas FBI, PPI, and VWG were unaffected despite the ANF reductions. The amino acid scores declined slightly, with PPI showing the lowest reduction (0.9%) and mineral bioaccessibility remained stable across most ingredients and minerals upon HME. This study provides a detailed, ingredient-specific overview of the nutritional effects of HME, demonstrating that the nutritional quality of the tested plant protein ingredients is shaped more by their inherent properties than by HME processing.
DOI: 10.34740/kaggle/dsv/14622171
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.udhj7x
title: Occurrence Download

description: A dataset containing 1129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasianthera africana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1129 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011864-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17523929
title: Continuous Hydrogenation of the Hydrogen Storage Compound Benzyltoluene in a Trickle-Bed Reactor – Influence of Mass Transfer and Optimization Strategies

description: dataset for the results shown in the publication
DOI: 10.5281/zenodo.17523930
title: Continuous Hydrogenation of the Hydrogen Storage Compound Benzyltoluene in a Trickle-Bed Reactor – Influence of Mass Transfer and Optimization Strategies

description: dataset for the results shown in the publication
DOI: 10.21227/czm5-jg46
title: "Forging Stock Dimension Detection"

description: "In the upset forging process, real-time monitoring of forging stock dimensions is crucial for ensuring deformation quality. However, continuous shape deformation and harsh environmental conditions make dimensional inspection difficult. Traditional manual inspections and conventional vision systems often fail to provide reliable and continuous feedback, leading to inconsistent product quality and material waste. To address these issues, this study proposes a deformation-adaptive and lightweight YOLOv5s-based framework tailored to forging environments. A C3_DCS module that integrates DCN and CBAM is designed to enhance feature alignment to forging-induced deformation. To improve efficiency, GSConv is introduced to reduce model complexity and maintain real-time performance. Furthermore, the SIoU is employed to accelerate the convergence of bounding-box regression and mitigate vibration-induced localization drift. A cross-scale transfer learning strategy is also developed to transfer deformation-aware features from small forging stock to large forging stock, effectively overcoming data scarcity and improving generalization across forging stock sizes. Experiments show that the proposed model achieves a Recall of 90.2%, a Precision of 85.7%, and an mAP@0.5 of 89.6%, outperforming other mainstream advanced detectors while maintaining 24.63 FPS. Transfer learning further boosts the mAP@0.5 from 80.5% to 90.5% on large forging stock and increases inference speed to 29.15 FPS. The model is finally deployed on a mobile industrial device and validated in real forging workshops, demonstrating stable real-time performance and high measurement accuracy. These results confirm the effectiveness and practical applicability of the proposed framework for online dimensional monitoring in extreme forging environments."
DOI: 10.21979/n9/vjtmbm
title: Replication Data for: Energy-Efficient Real-Time Job Mapping and Resource Management in Mobile-Edge Computing

description: Experiment data for paper "Energy-Efficient Real-Time Job Mapping and Resource Management in Mobile-Edge Computing".
DOI: 10.15468/dl.7fgntw
title: Occurrence Download

description: A dataset containing 410342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Lasiommata megera",
 "Year 2006-2025"
 ]
}

 The dataset includes 410342 records from 2453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011852-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dphp8f
title: Occurrence Download

description: A dataset containing 346833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis nattereri (Kuhl, 1817), Oenanthe oenanthe (Linnaeus, 1758), Ophiogomphus cecilia (Fourcroy, 1785), Triturus cristatus (Laurenti, 1768), Jynx torquilla Linnaeus, 1758, Aegolius funereus (Linnaeus, 1758), Scolopax rusticola Linnaeus, 1758, Rana arvalis Nilsson, 1842, Dryocopus martius (Linnaeus, 1758), Phoenicurus phoenicurus (Linnaeus, 1758), Hyla arborea (Linnaeus, 1758), Acrocephalus schoenobaenus (Linnaeus, 1758), Picus canus J.F.Gmelin, 1788, Lanius collurio Linnaeus, 1758, Lutra lutra (Linnaeus, 1758), Perdix perdix (Linnaeus, 1758), Pelobates fuscus (Laurenti, 1768), Dryobates minor (Linnaeus, 1758), Lullula arborea (Linnaeus, 1758), Vanellus vanellus (Linnaeus, 1758), Ciconia nigra (Linnaeus, 1758))",
 "Year is not null",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 50.57331501591691",
 "DecimalLatitude is less than or equal to 55.05737499791894",
 "DecimalLongitude is greater than or equal to 5.865999",
 "DecimalLongitude is less than or equal to 11.412317117646339",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 346833 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001826-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brxu5t
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Lontra longicaudis (Olfers, 1818)"
 ]
}

 The dataset includes 641 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001853-250424135625364/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.28870823
title: Oracle-Based Quantum Simulation of Energy Conversion Efficiency

description: This simulation explores the efficiency of energy transformation from virtual particles to real energy under anti-time dynamics. A quantum oracle is used to model the decay process, represented by a phase shift gate with γ = π/4. The circuit is designed to test how time-dependent modulation influences the energy conversion behavior, supporting theoretical predictions about anti-time's role in dark energy generation.
DOI: 10.15468/dl.mrchd5
title: Occurrence Download

description: A dataset containing 2865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Armadillidiidae",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 2865 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049801-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvxrss
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Impatiens balsamina",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049803-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcwwhc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Impatiens balsamina",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049804-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9y3rm
title: Occurrence Download

description: A dataset containing 29428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "Geometry POLYGON((-78.94794 -1.40079,-78.99613 -1.79833,-79.67074 -3.64148,-78.97203 -4.25586,-78.73419 -4.28767,-78.52939 -3.97446,-77.61384 -2.95049,-77.32472 -2.62523,-77.12889 -1.7381,-78.94794 -1.40079))",
 "IucnRedListCategory is one of (CR, EN, VU)"
 ]
}

 The dataset includes 29428 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004455-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.r4xgxd2s6
title: Data from: On sperm length mean-variance relationships

description: Sperm length is highly variable within ejaculates, between males,
 populations and across species. While theory makes strong predictions
 about expected mean sperm size, there is less clarity on variation in
 sperm, although studies have reported sperm-length variation consistent
 with some theoretical expectations. Typically, the coefficient of
 variation (CV) is used in these investigations to control for
 mean-variance scaling. However, a key assumption for this metric to be
 appropriate in controlling for mean sperm size is that the standard
 deviation in size scales linearly with the mean. Unfortunately,
 sperm-length mean-variation relationships are rarely reported making it
 hard to assess the validity of using CV as a way to compare mean-corrected
 sperm variation. Here we investigate mean-variation relationships using
 19,873 sperm length measures from 54 species and find little evidence of a
 consistent relationship between mean sperm-length and sperm-length
 variation among males within species, meaning CV is not appropriate for
 comparing relative (mean corrected) variation in sperm size at this level.
 We also find significant scaling of sperm-length variation with mean
 sperm-length across species, but the scaling exponent is consistently less
 than one, the exponent required by analyses using CV to control for sperm
 size. Our assessment shows sperm mean-variation scaling-relationships are
 rare within species and strong across species, but that neither supports
 the uncritical use of CV in studies of relative variation in sperm length.
description: # Data from: On sperm length mean-variance relationships Dataset DOI:
 [10.5061/dryad.r4xgxd2s6](10.5061/dryad.r4xgxd2s6) ## Description of the
 data and file structure ### Files and variables #### File:
 Hosken_et_al_Sperm_Length_Measurements.csv **Description:** a file that
 contains the raw data and its original published sources Variables:
 species names, male ID, sperm number, sperm length, and taxon ###
 Code/software Hosken_et_al_R_code_for_analyses_and_figures.R
 **Description:** file that contains an R script used in the analyses ##
 Access information Data was derived from the following sources: * Sharma,
 M.D., Minder, A.M., and Hosken D.J. 2013. No association between sperm
 competition and sperm length variation across dung flies (Scathophaga).
 Journal of Evolutionary Biology 26:2341-2349. * Fitzpatrick, J.L. and
 Baer, B. 2011. Polyandry reduces sperm length variation in social insects.
 Evolution 65:306-3012. Fitzpatrick, J.L,. Garcia-Gonzales F., and Evans,
 J.P. 2010. Linking sperm length and velocity: the importance of intra-male
 variation. Biology Letters 6:797-799.
DOI: 10.5281/zenodo.18407060
title: openff-2.2.0-rc1 run1
DOI: 10.5281/zenodo.18407284
title: openff-2.2.0-rc1 run1
DOI: 10.15468/dl.abhpv7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Intoshia paraphanostomae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004457-260126135527185/datasets/export for details.
DOI: 10.5061/dryad.79cnp5j8b
title: Structural ontogeny of protein-protein interactions

description: Natural protein binding sites are often the most “druggable” sites on
 proteins, while alternative protein surfaces can be difficult targets. To
 explore the structural basis of this phenomenon, we used synthetic
 coevolution to engineer new interactions between naïve surfaces,
 simulating the de novo formation of protein complexes. We isolated seven
 distinct structural families of protein Z-domain complexes and found that
 synthetic complexes explore multiple shallow energy wells through
 ratchet-like docking modes, while complexes co-evolved from a natural
 binding surface converged in a deep energy well with a relatively fixed
 docking geometry. Epistasis analysis using machine learning to
 estimate fitness landscapes extracted “seed” contacts emerging from silent
 surfaces between binding partners that anchored the earliest stages of
 encounter complex formation. These data suggest why natural binding sites
 attract binders: alternative surfaces have a shallow energy landscape that
 disfavors tight binding, likely due to evolutionary counter-selection. Our
 findings have implications for understanding druggable versus undruggable
 surfaces.
description: # README: Coevolution Library Sequencing Data This dataset contains the
 sequencing data obtained from the coevolution libraries in the study
 titled *"Structural Ontogeny of Protein-Protein Interactions."*
 The dataset provides information on the Z-A and Z-B protein pairs along
 with their respective read counts across multiple rounds of yeast display
 selection. ## Dataset Contents * NGS Data: Parsed sequences for each Z-A
 and Z-B pair, along with their corresponding read counts. ## Data
 Processing and Analysis All data processing and analysis procedures
 performed on the dataset are described in detail in the accompanying
 research paper.\ Note that we used filtered data for downstream
 coevolution analysis and machine learning as described in the paper. ##
 Dataset Structure The file name is assigned as follows: * `selection
 round` (e.g., naive, R1, R2) ## File Format The processed data files are
 in tabular format with the following columns: 1. Z-A Sequence 2. Z-B
 Sequence 3. Read Counts ## Contact Information For any inquiries or
 further information, please contact: * K. Christopher Garcia
 ([kcgarcia@stanford.edu](mailto:kcgarcia@stanford.edu)) * Aerin Yang
 ([aryang8825@gmail.com](mailto:aryang8825@gmail.com))
DOI: 10.57783/1qbt-vc40
title: LibreChat
DOI: 10.5061/dryad.83bk3jb5q
title: Supplementary data from: Bimodal retrograde signaling disrupts a suppressor network and activates a key transcriptional activator to direct stress responses

description: The intricate communication between plastids and the nucleus, shaping
 stress-responsive gene expression, has long intrigued researchers. This
 study combines genetics, biochemical analysis, cellular biology, and
 protein modeling to uncover how the plastidial metabolite MEcPP activates
 the stress-response regulatory hub known as the Rapid Stress Response
 Element (RSRE). Specifically, we identify the HAT1/TPL/IMPα-9 suppressor
 complex, where HAT1 directly binds to RSRE and its activator, CAMTA3,
 masking RSRE and sequestering the activator. Stress-induced MEcPP disrupts
 this complex, exposing RSRE and releasing CAMTA3, while enhancing Ca2+
 influx and raising nuclear Ca2+ levels crucial for CAMTA3
 activation and the initiation of RSRE- containing gene transcription. This
 coordinated breakdown of the suppressor complex and activation of the
 activator highlights the dual-channel role of MEcPP in plastid-to-nucleus
 signaling. It further signifies how this metabolite transcends its
 expected biochemical role, emerging as a crucial initiator of harmonious
 signaling cascades essential for maintaining cellular homeostasis under
 stress.
description: # Supplementary data from: Bimodal retrograde signaling disrupts a
 suppressor network and activates a key transcriptional activator to direct
 stress responses Dataset DOI:
 [10.5061/dryad.83bk3jb5q](10.5061/dryad.83bk3jb5q) ## Description of the
 data and file structure ### Files and variables #### File:
 Movie_S1_ceh1_merge.avi **Description:** Nuclear, and sub-PM Ca2+ dynamics
 in epidermal cells of ceh1 true leaf. (Alternative YouTube link:
 [https://youtube.com/shorts/E71BWpXc-iI](https://youtube.com/shorts/E71BWpXc-iI)) #### File: Movie_S2_WT_merged.avi **Description:** Nuclear, and sub-PM Ca2+ dynamics in epidermal cells of WT true leaf. (Alternative YouTube link: [https://youtube.com/shorts/9vs_glB8xZc](https://youtube.com/shorts/9vs_glB8xZc)) #### File: Movie_S3_exoMEcPP_WT.avi **Description:** Cytosolic, nuclear, and sub-PM Ca2+ dynamics in epidermal cells of true leaf treated with MEcPP. (Alternative YouTube link: [https://youtu.be/hA29CgXzOFM](https://youtu.be/hA29CgXzOFM)) #### File: Movie_S4_mock_WT.avi **Description:** Cytosolic, nuclear, and sub-PM Ca2+ dynamics in epidermal cells of true leaf after mock treatment. (Alternative YouTube link: [https://youtu.be/V5Lyzcg5m7E](https://youtu.be/V5Lyzcg5m7E)) #### File: Movie_S5_BAPTA_MEcPP.avi **Description:** MEcPP failed to trigger cytosolic, nuclear, and sub-PM Ca2+ elevation in epidermal cells of true leaf after BAPTA treatment. (Alternative YouTube link: [https://youtu.be/_7GXj2H7e8s](https://youtu.be/_7GXj2H7e8s)) ## Code/software ImageJ, VLC media player, or any other video player.
DOI: 10.17182/hepdata.158278.v1/t3
title: "Table 3. Decay widths ratio" of "Precision measurement of the $B^{0}$ meson lifetime using $B^{0} \rightarrow J/\psi K^{*0}$ decays with the ATLAS detector"

description: The measured ratio $\Gamma_{d} / \Gamma_{s}\,$ of the average decay widths.
description: No data abstract available.
DOI: 10.17182/hepdata.147195.v1/t1
title: "Table 1" of "Temperature Measurement of Quark-Gluon Plasma at Different Stages"

description: The inclusive dielectron invariant mass spectra of 27 GeV in 0-80% centrality.
description: No data abstract available.
DOI: 10.17182/hepdata.147195.v1/t2
title: "Table 2" of "Temperature Measurement of Quark-Gluon Plasma at Different Stages"

description: The inclusive dielectron invariant mass spectra of 54.4 GeV in 0-80% centrality.
description: No data abstract available.
DOI: 10.17182/hepdata.147195.v1/t3
title: "Table 3" of "Temperature Measurement of Quark-Gluon Plasma at Different Stages"

description: The charged multiplicity normalzied excess yield of 27 GeV in 0-80% centrality.
description: No data abstract available.
DOI: 10.17182/hepdata.158278.v1/t1
title: "Table 1. $B^0$ lifetime" of "Precision measurement of the $B^{0}$ meson lifetime using $B^{0} \rightarrow J/\psi K^{*0}$ decays with the ATLAS detector"

description: The measured effective lifetime for the $B^0 \rightarrow J/\psi\,K^{*0}$ decay.
description: No data abstract available.
DOI: 10.17182/hepdata.158278.v1/t2
title: "Table 2. $B^0$ decay width" of "Precision measurement of the $B^{0}$ meson lifetime using $B^{0} \rightarrow J/\psi K^{*0}$ decays with the ATLAS detector"

description: The measured average decay width $\Gamma_{d}\,$ extracted from the average lifetime.
description: No data abstract available.
DOI: 10.17182/hepdata.147195.v1/t4
title: "Table 4" of "Temperature Measurement of Quark-Gluon Plasma at Different Stages"

description: The charged multiplicity normalzied excess yield of 54.4 GeV in 0-80% centrality.
description: No data abstract available.
DOI: 10.17182/hepdata.147195.v1/t5
title: "Table 5" of "Temperature Measurement of Quark-Gluon Plasma at Different Stages"

description: T vs. uB from 27 GeV and 54.4 GeV
description: No data abstract available.
DOI: 10.17182/hepdata.153884.v1/t1
title: "Table 1" of "Strangeness Production in $\sqrt{s_{\rm NN}}=3$ GeV Au+Au Collisions at RHIC"

description: dN/dy of lambda for different centrality bins.
description: We report multi-differential measurements of strange hadron production ranging from mid- to target-rapidity in Au+Au collisions at a center-of-momentum energy per nucleon pair of $\sqrt{s_{\rm NN}}=3$ GeV with the STAR experiment at RHIC. $K^0_S$ meson and $\Lambda$ hyperon yields are measured via their weak decay channels. Collision centrality and rapidity dependences of the transverse momentum spectra and particle ratios are presented. Particle mass and centrality dependence of the average transverse momenta of $\Lambda$ and $K^0_S$ are compared with other strange particles, providing evidence of the development of hadronic rescattering in such collisions. The 4$\pi$ yields of each of these strange hadrons show a consistent centrality dependence. Discussions on radial flow, the strange hadron production mechanism, and properties of the medium created in such collisions are presented together with results from hadronic transport and thermal model calculations.
DOI: 10.17182/hepdata.153884.v1/t2
title: "Table 2" of "Strangeness Production in $\sqrt{s_{\rm NN}}=3$ GeV Au+Au Collisions at RHIC"

description: dN/dy of Ks0 for different centrality bins.
description: We report multi-differential measurements of strange hadron production ranging from mid- to target-rapidity in Au+Au collisions at a center-of-momentum energy per nucleon pair of $\sqrt{s_{\rm NN}}=3$ GeV with the STAR experiment at RHIC. $K^0_S$ meson and $\Lambda$ hyperon yields are measured via their weak decay channels. Collision centrality and rapidity dependences of the transverse momentum spectra and particle ratios are presented. Particle mass and centrality dependence of the average transverse momenta of $\Lambda$ and $K^0_S$ are compared with other strange particles, providing evidence of the development of hadronic rescattering in such collisions. The 4$\pi$ yields of each of these strange hadrons show a consistent centrality dependence. Discussions on radial flow, the strange hadron production mechanism, and properties of the medium created in such collisions are presented together with results from hadronic transport and thermal model calculations.