cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18150/wwhyou
title: Results of infection experiment No 2

description: Data includes mortality results of the multicoloured Asian lady beetle (Harmonia axyridis) after infection with isolates of the fungi Beauveria bassiana, Beauveria caledonica, Bionectria rossmaniae and Cordyceps farinosa. The fungal inoculum was introduced by spraying pine twigs. After the twigs dried, they were introduced into the insect imago culture. After 5 days, insect mortality was observed.
DOI: 10.5066/p13wtath
title: Greenhouse gas concentrations and water-quality parameters from experimental ponds in North Dakota, USA, 2019

description: This data release describes data that were contributed to the GasHype project, a global data compilation effort. Goals of the GasHype project include assessing concentrations of carbon dioxide and methane in the hypolimnion of lakes, reservoirs, and ponds, and identifying important drivers of these concentrations. Data contributed by the U.S. Geological Survey, Northern Prairie Wildlife Research Center include concentrations of dissolved greenhouse gases along with various water quality parameters from experimental ponds located near Jamestown, North Dakota, USA. Samples and data were collected from four ponds during the period of May through September, 2019.
DOI: 10.5281/zenodo.14850713
title: Supporting data for Eggemeier et al. (2025), "Boosting galaxy clustering analyses with non-perturbative modelling of redshift-space distortions"

description: This directory contains measurements of the power spectrum (PK) and bispectrum (BK) from the Minerva simulation suite, used in the analysis presented in "Boosting galaxy clustering analyses with non-perturbative modelling of redshift-space distortions" (Eggemeier et al., arXiv:2501.18597).  The averages of the measurements over the 300 realisations of the simulation suite are stored in the following four ASCII files:



Minerva_PK_z0.3_LOWZ.dat

Minerva_BK_z0.3_LOWZ.dat

Minerva_PK_z0.57_CMASS.dat

Minerva_BK_z0.57_CMASS.dat


for two different galaxy samples (LOWZ and CMASS). The power spectrum files contain the following columns:



k (bin centre) [h/Mpc]

k_eff (effective wave mode) [h/Mpc]

P_0 (power spectrum monopole) [(Mpc/h)^3]

P_2 (power spectrum quadrupole) [(Mpc/h)^3]

P_4 (power spectrum hexadecapole) [(Mpc/h)^3]


Poisson shot noise has been subtracted from these measurements. The binwidth corresponds to the fundamental frequency of the Fourier grid, which is kf = 2*pi/1500 h/Mpc, and the maximum wave mode is ~ 0.5 h/Mpc.

The bispectrum files contain the columns:



k1 (bin centre) [h/Mpc]

k2 (bin centre) [h/Mpc]

k3 (bin centre) [h/Mpc]

k1_eff (effective k1 wave mode) [h/Mpc]

k2_eff (effective k2 wave mode) [h/Mpc]

k3_eff (effective k3 wave mode) [h/Mpc]

B_0 (bispectrum monopole) [(Mpc/h)^6]

B_2 (bispectrum quadrupole) [(Mpc/h)^6]


Poisson shot noise has also been subtracted from these measurements. The bispectrum measurements use a bin width of 2*kf and contain all triangle configurations that satisfy k1 >= k2 >= k3 and k1 <= k2 + k3 with kmax ~ 0.2 h/Mpc (open triangle configurations, i.e., where the bin centres do not form a closed triangle, are not included).

In addition, this directory also contains covariance matrices that have been used in the analysis. These covariances do not correspond to the actually measured covariances from the ensemble of simulations, but are analytic Gaussian predictions scaled to a particular volume (see paper for details). They are contained in the following four ASCII files:



Minerva_PK_z0.3_LOWZ_cov.dat

Minerva_BK_z0.3_LOWZ_cov.dat

Minerva_PK_z0.57_CMASS_cov.dat

Minerva_BK_z0.57_CMASS_cov.dat


The power spectrum files are stored as a 2d matrix of 384 x 384 elements, corresponding to the concatenation of the 128 monopole, quadrupole, and hexadecapole bins each. The unit of the matrix elements are [(Mpc/h)^6]. The bispectrum files contain three columns corresponding to:



C_00 (diagonal of the auto bispectrum monopole covariance) [(Mpc/h)^6]

C_22 (diagonal of the auto bispectrum quadrupole covariance) [(Mpc/h)^6]

C_02 (diagonal of the cross bispectrum monopole-quadrupole covariance) [(Mpc/h)^6]


The ordering of the bins (triangle configurations) matches that of the bispectrum measurement files.
DOI: 10.5281/zenodo.14850714
title: Supporting data for Eggemeier et al. (2025), "Boosting galaxy clustering analyses with non-perturbative modelling of redshift-space distortions"

description: This directory contains measurements of the power spectrum (PK) and bispectrum (BK) from the Minerva simulation suite, used in the analysis presented in "Boosting galaxy clustering analyses with non-perturbative modelling of redshift-space distortions" (Eggemeier et al., arXiv:2501.18597).  The averages of the measurements over the 300 realisations of the simulation suite are stored in the following four ASCII files:



Minerva_PK_z0.3_LOWZ.dat

Minerva_BK_z0.3_LOWZ.dat

Minerva_PK_z0.57_CMASS.dat

Minerva_BK_z0.57_CMASS.dat


for two different galaxy samples (LOWZ and CMASS). The power spectrum files contain the following columns:



k (bin centre) [h/Mpc]

k_eff (effective wave mode) [h/Mpc]

P_0 (power spectrum monopole) [(Mpc/h)^3]

P_2 (power spectrum quadrupole) [(Mpc/h)^3]

P_4 (power spectrum hexadecapole) [(Mpc/h)^3]


Poisson shot noise has been subtracted from these measurements. The binwidth corresponds to the fundamental frequency of the Fourier grid, which is kf = 2*pi/1500 h/Mpc, and the maximum wave mode is ~ 0.5 h/Mpc.

The bispectrum files contain the columns:



k1 (bin centre) [h/Mpc]

k2 (bin centre) [h/Mpc]

k3 (bin centre) [h/Mpc]

k1_eff (effective k1 wave mode) [h/Mpc]

k2_eff (effective k2 wave mode) [h/Mpc]

k3_eff (effective k3 wave mode) [h/Mpc]

B_0 (bispectrum monopole) [(Mpc/h)^6]

B_2 (bispectrum quadrupole) [(Mpc/h)^6]


Poisson shot noise has also been subtracted from these measurements. The bispectrum measurements use a bin width of 2*kf and contain all triangle configurations that satisfy k1 >= k2 >= k3 and k1 <= k2 + k3 with kmax ~ 0.2 h/Mpc (open triangle configurations, i.e., where the bin centres do not form a closed triangle, are not included).

In addition, this directory also contains covariance matrices that have been used in the analysis. These covariances do not correspond to the actually measured covariances from the ensemble of simulations, but are analytic Gaussian predictions scaled to a particular volume (see paper for details). They are contained in the following four ASCII files:



Minerva_PK_z0.3_LOWZ_cov.dat

Minerva_BK_z0.3_LOWZ_cov.dat

Minerva_PK_z0.57_CMASS_cov.dat

Minerva_BK_z0.57_CMASS_cov.dat


The power spectrum files are stored as a 2d matrix of 384 x 384 elements, corresponding to the concatenation of the 128 monopole, quadrupole, and hexadecapole bins each. The unit of the matrix elements are [(Mpc/h)^6]. The bispectrum files contain three columns corresponding to:



C_00 (diagonal of the auto bispectrum monopole covariance) [(Mpc/h)^6]

C_22 (diagonal of the auto bispectrum quadrupole covariance) [(Mpc/h)^6]

C_02 (diagonal of the cross bispectrum monopole-quadrupole covariance) [(Mpc/h)^6]


The ordering of the bins (triangle configurations) matches that of the bispectrum measurement files.
DOI: 10.21227/a2b4-3y78
title: Validation of electromagnetic scattering from a 2D slot backed by a semielliptical cavity

description: We have developed exact analytical solutions of new canonical electromagnetic scattering problems. These new analytical solutions provide benchmarks for the validation of computational electromagnetic software.The associated article considers the electromagnetic penetration through an aperture into a cavity. The structure of interest is a semielliptical channel flush-mounted under a metal plane and slotted along the interfocal distance of its cross-section. The channel is filled with a material isorefractive to the medium that occupies the half-space above the metal plane. Three independent integral equations are developed to compute the currents induced on the structure of interest by plane wave and line source excitations. Numerical results from the integral equation methods are compared with the evaluation of the analytical expressions, derived in a previous paper, that involve the summation of Mathieu functions. Data are presented for two polarizations, various values of intrinsic impedances and ratio between aperture width and incident radiation wavelength. Further data are presented for the bistatic radar cross-section of the structure of interest. All data obtained from the integral equation methods and the evaluations of the analytical formulas are in excellent agreement.
DOI: 10.5281/zenodo.14851655
title: The Binding and Unbinding Mechanisms of Boronic Acid Inhibitor LP06 with Pseudomonas aeruginosa PDC-3 β-Lactamase

description: The Supporting data includes the initial files for both binding and unbinding simulations, along with representative trajectories illustrating both processes.
DOI: 10.5281/zenodo.14851656
title: The Binding and Unbinding Mechanisms of Boronic Acid Inhibitor LP06 with Pseudomonas aeruginosa PDC-3 β-Lactamase

description: The Supporting data includes the initial files for both binding and unbinding simulations, along with representative trajectories illustrating both processes.
DOI: 10.5281/zenodo.14851716
title: A Differential Equation Approach to the Goldbach Conjecture Using the  Operation and the Extended Number

description: This work presents a novel approach to proving the Goldbach Conjecture using nonlinear differential equations and a newly introduced mathematical operation , defined as . We define the function , which counts the number of ways an even integer  can be written as the sum of two prime numbers, and derive the governing differential equation:

\frac{d^2G}{dN^2} + G^2 + \left( \frac{dG}{dN} \right)^2 = a^2 + (Na + b)^2 + \frac{c}{\ln^3 N}.

This equation ensures that  for all even , thereby supporting the Goldbach Conjecture. The study introduces the extended number , which exhibits superposition-like properties, and demonstrates how the  operation naturally arises in the analysis. Numerical verification and asymptotic analysis confirm the validity of the proposed model. The results suggest a new perspective in number theory, and further independent verification is encouraged.
DOI: 10.5281/zenodo.14851717
title: A Differential Equation Approach to the Goldbach Conjecture Using the  Operation and the Extended Number

description: This work presents a novel approach to proving the Goldbach Conjecture using nonlinear differential equations and a newly introduced mathematical operation , defined as . We define the function , which counts the number of ways an even integer  can be written as the sum of two prime numbers, and derive the governing differential equation:

\frac{d^2G}{dN^2} + G^2 + \left( \frac{dG}{dN} \right)^2 = a^2 + (Na + b)^2 + \frac{c}{\ln^3 N}.

This equation ensures that  for all even , thereby supporting the Goldbach Conjecture. The study introduces the extended number , which exhibits superposition-like properties, and demonstrates how the  operation naturally arises in the analysis. Numerical verification and asymptotic analysis confirm the validity of the proposed model. The results suggest a new perspective in number theory, and further independent verification is encouraged.
DOI: 10.17882/98695
title: Measurement of ship-generated waves and runup in Saint-Lawrence river - Canada

description: This dataset was collected as part of a joint project by the Laurentian Pilotage Authority, Innovation Maritime and Université du Québec à Rimouski  to assess the impact of marine shipping on the banks of the Saint-Laurent between Deschaillons and the Lake Saint-Pierre.
DOI: 10.17882/104404
title: Outputs from wave-resolving 2DV Lagrangian simulations of microplastic transport in a wave flume

description: As part of the PLASTICBEACH project (EC2CO), an advanced modeling framework combining the SWASH wave model and the TrackMPD Lagrangian transport model was employed. The framework was used to simulate laboratory experiments of microplastic transport dynamics conducted by Forsberg et al. (2020) in the CASH wind-wave flume (SeaTech–MIO), specifically under one of the two windless hydrodynamic scenarios. The aim was to validate the model's ability to reproduce the transport of diverse microplastics (varying in density, shape, and size) in wave-dominated environments over a beach profile.
The model domain replicated the flume’s 6 m length, with a still-water depth of 0.22 m and a 1:20 linear slope starting at x = 1 m. The computational grid comprised 175 horizontal points (3.45 cm resolution) and 15 vertical layers. Simulations were executed with a 0.05 s time step for both hydrodynamic and particle-tracking calculations. The SWASH model was forced at the left boundary (wave maker) with regular waves of 1.2 s period, employing a Sommerfeld condition at the right boundary (beach). To ensure consistency with the experimental setup, the wave height at the boundary was adjusted to match the measured value (H = 9.2 cm) at the first gauge (x = 1.8 m) in the experiment.
In line with the flume experiments, TrackMPD incorporated six types of microplastics: nearly spherical pellets, fibers, and sheets, both denser and less dense than coastal waters. The particle release in the model mirrored the experimental configuration, with 50 particles of each type, totaling 300, introduced at the start of the shoaling zone. Each simulation lasted 10 minutes, allowing the system to reach a stationary state. Multiple runs of each scenario were conducted to ensure consistency and reproducibility of the results.
DOI: 10.17882/104612
title: DMS/O/P cycling during a marine heatwave in the NE subarctic Pacific (August 2022)

description: This dataset is associated with the article "Exceptionally high dimethyl sulfide concentrations during a marine heatwave in the NE subarctic Pacific". The data was collected in August 2022 as part of the long-term Line P time-series program in the NE subarctic Pacific. The primary data consists of underway-collected concentrations of DMS and DMSP along both the Line P transect and a northwards oceanic-coastal return transect. Time-course concentrations of unlabelled and isotopically-labelled (D3/D6/13C) DMSP, DMS and DMSO tracers, and the biological DMS/O/P turnover rates derived from them, are also provided for 4 incubation experiments conducted at the major Line P stations P4, P16, P20, and P26 (i.e. Ocean Station Papa). Additional ancillary data includes primary photosynthetic parameters (Fo, Fm, Fv) and maximum photosynthetic efficiency (Fv/Fm), HPLC pigment concentrations, and CHEMTAX input parameters and outputs used to derive the phytoplankton taxonomic composition along Line P.
DOI: 10.6084/m9.figshare.28387697
title: All data on politeness strategies when native Japanese speakers and Uzbek Japanese learners give warnings about prohibited acts

description: This study compared warnings given by native Japanese speakers and Uzbek Japanese learners regarding prohibited acts. After clarifying the difference between prohibition and warning of prohibitions, we proposed a classification scheme for the latter speech act in terms of politeness. Data were elicited using a discourse completion task.
DOI: 10.21415/ad6f-mp03
title: AphasiaBank Cantonese Gesture Corpus
DOI: 10.15468/dl.495g6g
title: Occurrence Download

description: A dataset containing 82272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5080.0",
 "DatasetKey is one of (Long-term cetacean monitoring in the Azores based on whale watching observations (2009-2020), DFO Maritimes Region Cetacean Sightings, DECAF - AUTEC Beaked Whales - Multiple Sensors - DTag, The Retrospective Analysis of Antarctic Tracking (Standardised) Data from the Scientific Committee on Antarctic Research, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, Fin whale localized acoustic detections off Kauai 2011-2017, LifeWatch observatory data: permanent Cetacean passive acoustic sensor network in the Belgian part of the North Sea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (2089ce96-4fb5-4a20-999c-3ccf45a27a4d, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 104e9c96-791b-4f14-978c-f581cb214912, c98a8d0d-cab2-4506-8c0f-c91a5e4996b9)",
 "TaxonKey is Cetacea",
 "Year 1998-2025"
 ]
}

 The dataset includes 82272 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023596-250127130748423/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.27725664
title: Data for <b>Phenotypic variance in a potentially honest acoustic signal: the courtship display of the Cape Clapper Lark (</b><b><i>Mirafra apiata</i></b><b>)</b>

description: Courtship displays provide important insight into sexual selection, evolution, and the roles of communication signals in behavioral ecology. Understanding to what extent displays are honest indicators of individual quality can provide insight into the reliability of acoustic cues that females use to discriminate between potential mates. We used the Cape Clapper Lark’s (<i>Mirafra apiata</i>) elaborate acoustic aerial display to assess its honesty. We quantified the between-individual repeatability of the bioacoustics of the display (claps, call), and tested for its correlation with proxies of territory quality (area, arthropod prey biomass, and <i>Protea</i> plant number)., The song and clapping duration showed moderate repeatability, and the number of <i>Protea</i> was negatively associated with the clap duration, and the number of claps. There were no associations between the call parameters, the territory size, and prey biomass. Wing clapping thus could be a predictor of territory quality and our study provides a platform for future investigation of no-vocal acoustic signaling in birds.
DOI: 10.6084/m9.figshare.27725664.v2
title: Data for <b>Phenotypic variance in a potentially honest acoustic signal: the courtship display of the Cape Clapper Lark (</b><b><i>Mirafra apiata</i></b><b>)</b>

description: Courtship displays provide important insight into sexual selection, evolution, and the roles of communication signals in behavioral ecology. Understanding to what extent displays are honest indicators of individual quality can provide insight into the reliability of acoustic cues that females use to discriminate between potential mates. We used the Cape Clapper Lark’s (<i>Mirafra apiata</i>) elaborate acoustic aerial display to assess its honesty. We quantified the between-individual repeatability of the bioacoustics of the display (claps, call), and tested for its correlation with proxies of territory quality (area, arthropod prey biomass, and <i>Protea</i> plant number)., The song and clapping duration showed moderate repeatability, and the number of <i>Protea</i> was negatively associated with the clap duration, and the number of claps. There were no associations between the call parameters, the territory size, and prey biomass. Wing clapping thus could be a predictor of territory quality and our study provides a platform for future investigation of no-vocal acoustic signaling in birds.
DOI: 10.6084/m9.figshare.27725664.v1
title: Data for <b>Phenotypic variance in a potentially honest acoustic signal: the courtship display of the Cape Clapper Lark (</b><b><i>Mirafra apiata</i></b><b>)</b>

description: Courtship displays provide important insight into sexual selection, evolution, and the roles of communication signals in behavioral ecology. Understanding to what extent displays are honest indicators of individual quality can provide insight into the reliability of acoustic cues that females use to discriminate between potential mates. We used the Cape Clapper Lark’s (<i>Mirafra apiata</i>) elaborate acoustic aerial display to assess its honesty. We quantified the between-individual repeatability of the bioacoustics of the display (claps, call), and tested for its correlation with proxies of territory quality (area, arthropod prey biomass, and <i>Protea</i> plant number)., The song and clapping duration showed moderate repeatability, and the number of <i>Protea</i> was negatively associated with the clap duration, and the number of claps. There were no associations between the call parameters, the territory size, and prey biomass. Wing clapping thus could be a predictor of territory quality and our study provides a platform for future investigation of no-vocal acoustic signaling in birds.
DOI: 10.3886/e214781v1
title: poi data of Wuhan milk tea stores

description: We obtained the data on milk tea stores and other urban data from the points of interest (POI) data on the 2022 Gaode Map Open Platform (https://lbs.amap.com/).
DOI: 10.5281/zenodo.10733142
title: EStreams: An Integrated Dataset and Catalogue of Streamflow, Hydro-Climatic Variables and Landscape Descriptors for Europe

description: This is a pre-release version, while EStreams is under revision.

Check out the preprint at: https://doi.org/10.31223/X5M39F

EStreams is an extensive catalog of openly available stream records, along with a dataset of hydro-climatic variables and landscape descriptors for 15,047 European catchments. It spans up to 120 years of records. The catalog provides detailed guidance, enabling users to directly access the sources of streamflow used. Additionally, the dataset comprises catchment-aggregated hydro-climatic indices and signatures, as well as landscape attributes and meteorological records.
DOI: 10.5281/zenodo.11609396
title: EStreams: An Integrated Dataset and Catalogue of Streamflow, Hydro-Climatic Variables and Landscape Descriptors for Europe

description: This is a pre-release version, while EStreams is under revision.

Check out the preprint at: https://doi.org/10.31223/X5M39F

EStreams is an extensive catalog of openly available stream records, along with a dataset of hydro-climatic variables and landscape descriptors for +17,000 European catchments. It spans up to 120 years of records. The catalog provides detailed guidance, enabling users to directly access the sources of streamflow used. Additionally, the dataset comprises catchment-aggregated hydro-climatic indices and signatures, as well as landscape attributes and meteorological records.

Updates



15 June 2024: version 0.2



General: 



Added 2,114 new basins: 1,813 in France, 111 in Iceland, 13 in Estonia and 18 in Serbia; exclusion of a total of 31 stations from the previous release due to overlap with the new stations (Serbia and Iceland GRDC). 

Fix the name of the meteorological variable "mean air pressure at sea level" from "sp_min" to "sp_mean" in all the meteorological time-series files. 

Inclusion of an appendix folder with licenses information and a further description of the classes names included for land cover and lithology.

Fix the name of the monthly streamflow indices from "mothnly" to "monthly".

Correction of the name of the static topographical attributes from "estreams_terrain_attributes.csv" to "estreams_topography_attributes.csv".



In the "estreams_gauging_stations.csv" file we:



Renamed the fields "area", "area_calc" and "area_perc" to respectivelly "area_official", "area_estreams" and "area_rel" for consistency. 

Added the fields "nested_catchments", "num_days_reliable", "num_days_noflag", "num_days_suspect" and "gauge_flag" were added.

Updated the field "gauges_upstream" to include also the basin itself.



In the "estreams_streamflow_catalogue.csv" file we:



Added the field  "download_method".

Updated the fields "observations" and "references".



In the "estreams_meteorology_coverage.csv" file we:



Updated the names of the fields to: stations_num_{p_mean, t_mean, t_min, t_max, sp_mean, rh_mean, ws_mean, swr_mean}  and stations_dens_{p_mean, t_mean, t_min, t_max, sp_mean, rh_mean, ws_mean, swr_mean}, as it is presented in the manuscript.