cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tzfmprgz7b.1
title: Timber trusses

description: Roof trusses in Europe appeared al list in the Roman era and are in use until now adays. Various styles of trusses are discussed in this work. The investigation here concentrated on the differences between ‘open truss’ to ‘close truss’. Backed with computerized simulation, it was found that ‘close truss’ has a significant advantage of about 30% over the ‘open truss’ truss. An offer for the evaluation of the truss was presented and as well as explanation for changing back from ‘close truss’ to ‘close truss’ started in the mid-18th century.
DOI: 10.15468/dl.svnruc
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus davidiana (Carrière) Franch."
 ]
}

 The dataset includes 1060 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000057-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bdgrwpjfjm.1
title: Western Blots raw data

description: Caspase3、ERK、JNK
DOI: 10.17632/dy6yrbrxf5.1
title: Diversity of Mycobiota Associated with Common Mistletoe (Viscum album L.) in Northeastern Poland - Microscopic Documentation

description: This dataset comprises a collection of 93 microscopic images taken during research on the mycobiota of Viscum album (common mistletoe) conducted from 2019 to 2022. The research focused on collecting mistletoe samples from 75 locations across Poland, with an emphasis on the north-eastern regions. The analysis identified six species of fungi associated with the mycobiota of mistletoe. Three of these taxa had not previously been detected in Poland, and one fungus was identified for the first time on V. album.

The field work and laboratory investigations revealed that the wide distribution of the fungal species in question allowed their identification with the available microscopic keys. As a result, 93 microscopic images were taken containing important measurements of fungal fruiting bodies. These images are part of the supplementary material of the study, eliminating the need to isolate and purify fungal cultures for identification. This approach was considered sufficient for identification at the species level. However, genetic analyses are planned to further confirm the identification of these fungi directly from plant material. In addition, future work will focus on obtaining pure cultures of mistletoe pathogens that can be considered for various biological applications.
DOI: 10.17632/wbyjzfz9fw.1
title: Long-term orientation and innovation: Influence of CPTPP on R&D investment in Japanese firms

description: This data is for the manuscripts titled “Long-term orientation and innovation: Influence of CPTPP on R&D investment in Japanese firms”
DOI: 10.15468/dl.aatck8
title: Occurrence Download

description: A dataset containing 26084 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus persica (L.) Batsch"
 ]
}

 The dataset includes 26084 records from 531 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000043-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwqakp
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylodes sazimai Haddad & Pombal, 1995"
 ]
}

 The dataset includes 110 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003975-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hajdp6
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acipenser schrenckii Brandt, 1869"
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003976-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/g443f7cn7p.1
title: Cell characteristics for 46Ah High Power Kokam Nano Pouch Cell

description: A 46Ah cell was characterised by Electrochemical Impedance Spectroscopy (EIS) for parameterisation of a R-RC-RC equivalent circuit model. Samples were measured for all combinations of temperature (0, 10, 20, 30, 40°C) and state of charge (0, 10, 20, …, 90, 100%). The raw data was analysed by the Matlab extension DRTools to identify the most dominant time constants. Using both biggest and smallest time constant one parameter set (R1/C1, R2/C2) was calculated. In addition, interpolating the zero-crossing point of the imaginary impedance give the parameter R. SciPy's optimiser "L-BFGS-B" was then used with the DRT data as initial guess to fit the model onto the data. For this, the Euclidean distance between model impedance and measured impedance in the Nyquist plot was minimised. Due to the limitations of the model used, measurement points with positive imaginary impedances were not considered during the fitting process. The cell was characterised by galvanostatic EIS measurement in the frequency range [10mHz to 100MHz] with a current of 1A. Per decade ten measurements were logarithmically distributed. This dataset was created during a study on detection possibilities of cell faults thankfully funded by the European Automobile Manufacturers' Association (ACEA).
DOI: 10.17632/g443f7cn7p.2
title: Cell characteristics for 46Ah High Power Kokam Nano Pouch Cell

description: A 46Ah cell was characterised by Electrochemical Impedance Spectroscopy (EIS) for parameterisation of a R-RC-RC equivalent circuit model. Samples were measured for all combinations of temperature (0, 10, 20, 30, 40°C) and state of charge (SOC) (0, 10, 20, …, 90, 100%). The raw data was analysed by the Matlab extension DRTools to identify the most dominant time constants. Using both biggest and smallest time constant one parameter set (R1/C1, R2/C2) was calculated. In addition, interpolating the zero-crossing point of the imaginary impedance give the parameter R. SciPy's optimiser "L-BFGS-B" was then used with the DRT data as initial guess to fit the model onto the data. For this, the Euclidean distance between model impedance and measured impedance in the Nyquist plot was minimised. Due to the limitations of the model used, measurement points with positive imaginary impedances were not considered during the fitting process. 

The cell was characterised by galvanostatic EIS measurement in the frequency range [10mHz to 100MHz] with a current of 1A. Per decade ten measurements were logarithmically distributed.

Update (V2): 
Extension of the dataset by the corresponding open circuit voltage (OCV) for each SOC at 20°C. The data were obtained as pseudo-OCV by cycling the cell at a low current rate of C/20 (2,3 A). By averaging charge and discharge characteristic the given universal characteristic was determined. 


This dataset was created during a study on detection possibilities of cell faults thankfully funded by the European Automobile Manufacturers' Association (ACEA).
DOI: 10.17632/vc99wcmvk2.1
title: Microvascular changes in POAG after NPDS

description: Microvascular changes in the Peripapillary and Macular tissues after the Non-penetrating Deep Sclerotomy in Primary open-angle glaucoma
DOI: 10.17632/vc99wcmvk2.2
title: Microvascular changes in POAG after NPDS

description: Microvascular changes in the Peripapillary and Macular tissues after the Non-penetrating Deep Sclerectomy in Primary open-angle glaucoma
DOI: 10.17632/9nypth6sr7.1
title: PRISMA Flow Chart for "Evaluating the efficacy of targeted muscle reinnervation (tmr) in extremities amputations of pedis squamous cell carcinoma: a comprehensive systematic review, meta-analysis, and meta-regression of functional and pain outcomes"

description: This is the PRISMA Flow Chart for "Evaluating the efficacy of targeted muscle reinnervation (tmr) in extremities amputations of pedis squamous cell carcinoma: a comprehensive systematic review, meta-analysis, and meta-regression of functional and pain outcomes"
DOI: 10.15468/dl.jxcpk8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylodes uai Nascimento, Pombal & Haddad, 2001"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003977-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq8se7
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Porphyrio porphyrio poliocephalus (Latham, 1802)",
 "Year 2000-2024"
 ]
}

 The dataset includes 698 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003978-241007104925546/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.27188130.v1
title: <b>基于实验泥石流流速场分布的侧向剪切应力计算模型</b>

description: Debris flows continuously erode the channel downward and sideways during formation and development, which changes channel topography, enlarges debris flow extent, and increases the potential for downstream damage. Previous studies have focused on debris flow channel bed erosion, with relatively little research on lateral erosion, which greatly limits understanding of flow generation mechanisms and compromises calibration of engineering parameters for prevention and control. Sidewall resistance and sidewall shear stress are key to the study of lateral erosion, and the distribution of the flow field directly reflects sidewall resistance characteristics. Therefore, this study has focused on three aspects: flow field distribution, sidewall resistance, and sidewall shear stress. First, the flow velocity distribution and sidewall resistance were characterized using laboratory debris flow experiments, then a debris flow velocity distribution model was established, and a method for calculating sidewall resistance was developed based on models of flow velocity distribution and rheology. A calculation method for the sidewall shear stress of debris flow was then developed using the quantitative relationship between sidewall shear stress and sidewall resistance. Finally, the experiment was validated and supplemented through numerical simulations, enhancing the reliability and scientific validity of the research results. The study provides a theoretical basis for the calculation of the lateral erosion rate of debris flows.
DOI: 10.15468/dl.ywrwnz
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afrixalus aureus Pickersgill, 1984"
 ]
}

 The dataset includes 209 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003979-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5283/epub.59322
title: Data archive of Proximity effects in graphene on monolayers of transition-metal phosphorus trichalcogenides MPX3

description: We investigate the electronic band structure of graphene on a series of two-dimensional magnetic transition -metal phosphorus trichalcogenide monolayers, MPX3 with M = {Mn,Fe,Ni,Co} and X = {S,Se}, with first-principles calculations. A symmetry-based model Hamiltonian is employed to extract orbital parameters and sublattice resolved proximity-induced exchange couplings (lambda(A)(ex) and lambda(B)(ex)) from the low-energy Dirac bands of the proximitized graphene. Depending on the magnetic phase of the MPX3 layer (ferromagnetic and three antiferromagnetic ones), completely different Dirac dispersions can be realized with exchange splittings ranging from 0 to 10 meV. Remarkably, not only the magnitude of the exchange couplings depends on the magnetic phase, but also the global sign and the type. Important, one can realize uniform (lambda(A)(ex) approximate to lambda(B)(ex)) and staggered (lambda(A)(ex) approximate to -lambda(B)(ex)) exchange couplings in graphene. From selected cases we find that the interlayer distance, as well as a transverse electric field, are efficient tuning knobs for the exchange splittings of the Dirac bands. More specifically, decreasing the interlayer distance by only about 10%, a giant fivefold enhancement of proximity exchange is found, while applying few V/nm of electric field, provides tunability of proximity exchange by tens of percent. We have also studied the dependence on the Hubbard U parameter and find it to be weak. Moreover, we find that the effect of SOC on the proximitized Dirac dispersion is negligible compared to the exchange coupling.
DOI: 10.5281/zenodo.8375755
title: Thermal challenges reveal low phenotypic plasticity in common shallow water fish

description: Climate variations in recent decades have led to an increase in ocean temperatures and an escalation in the number, intensity, and duration of marine heatwaves. Species such as Pomatoschistus microps, which inhabit shallow marine environments, are particularly exposed to these environmental extremes. This makes them ideal model species for assessing the impacts of ocean warming in these areas.


Thermal tolerance, metabolic rate, and cellular stress response of this species were assessed after exposure to both present-day and projected future summer scenarios, along with their respective heatwaves.


The thermal maximum did not appear to vary among the different scenarios tested, suggesting a limited acclimation capacity. Additionally, their metabolic rate remained stable, and there were no significant alterations in the levels of cellular stress response biomarkers. This lack of change suggests that their homeostatic state was not disrupted.


Temperature data collected at the sampling site indicates that this species maintains a substantial thermal safety margin, which equips it to withstand thermal challenges not only in the present but also in anticipated future summer and heatwave conditions.
description: This work was supported by project ExtremeOceans (PTDC/BIA-BMA/1494/2020) and 
project AQUATROPHYS (2021.09718.CBM), funded by the Portuguese Foundation for 
Science and Technology (FCT). This work is also financed by national funds i) 
UIDP/04378/2020 and UIDB/04378/2020 (UCIBIO), ii) LA/P/0140/2020 (i4HB), iii)  UIDP/50017/2020+UIDB/50017/2020+LA/P/0094/2020 (CESAM), iv)
UIDB/04326/2020, UIDP/04326/2020 and LA/P/0101/2020 (CCMAR), v)
UIDB/04292/2020 MARE. FCT is also acknowledged for the grants 2022.10575.BD 
awarded to M.M., 2021.04675.BD awarded to J.F.F., CEECIND/01526/2018 awarded 
to C.M. and CEECIND/01250/2018 awarded do D.M.
DOI: 10.5281/zenodo.8375756
title: Thermal challenges reveal low phenotypic plasticity in common shallow water fish

description: Climate variations in recent decades have led to an increase in ocean temperatures and an escalation in the number, intensity, and duration of marine heatwaves. Species such as Pomatoschistus microps, which inhabit shallow marine environments, are particularly exposed to these environmental extremes. This makes them ideal model species for assessing the impacts of ocean warming in these areas.


Thermal tolerance, metabolic rate, and cellular stress response of this species were assessed after exposure to both present-day and projected future summer scenarios, along with their respective heatwaves.


The thermal maximum did not appear to vary among the different scenarios tested, suggesting a limited acclimation capacity. Additionally, their metabolic rate remained stable, and there were no significant alterations in the levels of cellular stress response biomarkers. This lack of change suggests that their homeostatic state was not disrupted.


Temperature data collected at the sampling site indicates that this species maintains a substantial thermal safety margin, which equips it to withstand thermal challenges not only in the present but also in anticipated future summer and heatwave conditions.
description: This work was supported by project ExtremeOceans (PTDC/BIA-BMA/1494/2020) and 
project AQUATROPHYS (2021.09718.CBM), funded by the Portuguese Foundation for 
Science and Technology (FCT). This work is also financed by national funds i) 
UIDP/04378/2020 and UIDB/04378/2020 (UCIBIO), ii) LA/P/0140/2020 (i4HB), iii)  UIDP/50017/2020+UIDB/50017/2020+LA/P/0094/2020 (CESAM), iv)
UIDB/04326/2020, UIDP/04326/2020 and LA/P/0101/2020 (CCMAR), v)
UIDB/04292/2020 MARE. FCT is also acknowledged for the grants 2022.10575.BD 
awarded to M.M., 2021.04675.BD awarded to J.F.F., CEECIND/01526/2018 awarded 
to C.M. and CEECIND/01250/2018 awarded do D.M.
DOI: 10.5281/zenodo.13350326
title: Dataset for flavour tagging R&D

description: This is a dataset for flavour tagging R&D.

It consists of b-jets, c-jets and light-jets in equal number and equal distributions of transverse momentum, pseudo-rapidity and track multiplicity. 

The jets are sampled from ttbar events produced from proton-proton collisions at 14 TeV, using Pythia8. An ATLAS-like detector is parameterized using Delphes. The anti-kT R=0.4 algorithm with calorimeter inputs is used to define the jets.

Jets are labelled as b-jets if there is a b-hadron within dR<0.3 of the jet, otherwise as c-jets if there is a c-hadron within dR<0.3, otherwise as light-jets. 

Tracks are associated to jets if they are within dR<0.4. If this condition holds for more than one jet, only the closest one is considered. Tracks are represented by their perigee parameters (d0, z0, pt, phi, cotan(theta)), which are smeared according to track pt and track eta dependent uncertainties.

This dataset is heavily based on the Secondary Vertex Finding in Jets Dataset and we thank J. Shlomi for the code and input.
description: Full statistics available in: train_*.root (140M jets), validate.root (47M jets), test.root (47M jets)

Reduced statistics available in: train_small.root (2.2M jets), validate_small.root (750k jets), test_small.root (747k jets)

 

Dataset contents & definitions:



Jets:



jet_pt, jet_eta, jet_phi, jet_M, jet_flav



Tracks:



n_trks: number of tracks per jet

trk_pythia_i

trk_pdg_id

trk_vtx_index

trk_d0, trk_z0, trk_phi, trk_ctgtheta

trk_pt, trk_charge, trk_eta,

trk_d0err, trk_z0err, trk_phierr, trk_ctgthetaerr, trk_pterr

trk_prod_x, trk_prod_y, trk_prod_z

trk_dec_x, trk_dec_y, trk_dec_z



Hadrons:



hadron_pdgid

hadron_decx, hadron_decy, hadron_decz: decay point

hadron_x, hadron_y, hadron_z: production point



Vertices:



n_vertices: counter for number of particle production points within a jet; vertices within 0.0001 mm of each other are merged

true_vtx_x, true_vtx_y, true_vtx_z

true_vtx_L3D

true_vtx_ntrks
DOI: 10.5281/zenodo.13350327
title: Dataset for flavour tagging R&D

description: This is a dataset for flavour tagging R&D.

It consists of b-jets, c-jets and light-jets in equal number and equal distributions of transverse momentum, pseudo-rapidity and track multiplicity. 

The jets are sampled from ttbar events produced from proton-proton collisions at 14 TeV, using Pythia8. An ATLAS-like detector is parameterized using Delphes. The anti-kT R=0.4 algorithm with calorimeter inputs is used to define the jets.

Jets are labelled as b-jets if there is a b-hadron within dR<0.3 of the jet, otherwise as c-jets if there is a c-hadron within dR<0.3, otherwise as light-jets. 

Tracks are associated to jets if they are within dR<0.4. If this condition holds for more than one jet, only the closest one is considered. Tracks are represented by their perigee parameters (d0, z0, pt, phi, cotan(theta)), which are smeared according to track pt and track eta dependent uncertainties.

This dataset is heavily based on the Secondary Vertex Finding in Jets Dataset and we thank J. Shlomi for the code and input.
description: Full statistics available in: train_*.root (140M jets), validate.root (47M jets), test.root (47M jets)

Reduced statistics available in: train_small.root (2.2M jets), validate_small.root (750k jets), test_small.root (747k jets)

 

Dataset contents & definitions:



Jets:



jet_pt, jet_eta, jet_phi, jet_M, jet_flav



Tracks:



n_trks: number of tracks per jet

trk_pythia_i

trk_pdg_id

trk_vtx_index

trk_d0, trk_z0, trk_phi, trk_ctgtheta

trk_pt, trk_charge, trk_eta,

trk_d0err, trk_z0err, trk_phierr, trk_ctgthetaerr, trk_pterr

trk_prod_x, trk_prod_y, trk_prod_z

trk_dec_x, trk_dec_y, trk_dec_z



Hadrons:



hadron_pdgid

hadron_decx, hadron_decy, hadron_decz: decay point

hadron_x, hadron_y, hadron_z: production point



Vertices:



n_vertices: counter for number of particle production points within a jet; vertices within 0.0001 mm of each other are merged

true_vtx_x, true_vtx_y, true_vtx_z

true_vtx_L3D

true_vtx_ntrks
DOI: 10.5281/zenodo.13906909
title: Microbioma Crescita Vitelli
DOI: 10.5281/zenodo.13906908
title: Microbioma Crescita Vitelli
DOI: 10.5281/zenodo.13906239
title: Polar UVI Images (Intensity and Boundary) & Space Physical Parameters Joint Data

description: The ultraviolet imager on board the Polar satellite is capable of capturing information about the polar and equatorial boundaries of the auroral oval, the overall morphology of the auroral oval, and the spatial distribution of auroral oval intensity. The intensity of the auroral oval are related to the amount of energy injected from the solar wind and magnetosphere into the polar ionosphere. And the position and size of the auroral oval boundary is also closely linked to changes in the space environment. In order to mitigate the influence of daylight on auroral images, we selected a total of 4215 images of both full, gap and incomplete aurora ovals. We utilized corresponding Interplanetary Magnetic Field (IMF), solar wind parameters, and geomagnetic index data from the NASA OMNI database to build a jointly dataset consist of the space physical parameters and the intensity and boundaries of the aurora oval.
DOI: 10.5281/zenodo.13906240
title: Polar UVI Images (Intensity and Boundary) & Space Physical Parameters Joint Data

description: The ultraviolet imager on board the Polar satellite is capable of capturing information about the polar and equatorial boundaries of the auroral oval, the overall morphology of the auroral oval, and the spatial distribution of auroral oval intensity. The intensity of the auroral oval are related to the amount of energy injected from the solar wind and magnetosphere into the polar ionosphere. And the position and size of the auroral oval boundary is also closely linked to changes in the space environment. In order to mitigate the influence of daylight on auroral images, we selected a total of 4215 images of both full, gap and incomplete aurora ovals. We utilized corresponding Interplanetary Magnetic Field (IMF), solar wind parameters, and geomagnetic index data from the NASA OMNI database to build a jointly dataset consist of the space physical parameters and the intensity and boundaries of the aurora oval.