cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ke35yd
title: Occurrence Download

description: A dataset containing 58473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America, Europe, Oceania, Asia, Africa)",
 "TaxonKey is one of (Amaranthus hybridus L., Amaranthus quitensis Kunth, Amaranthus powellii S.Watson)",
 "Year 1042-2021"
 ]
}

 The dataset includes 58473 records from 1073 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002482-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9f63f
title: Occurrence Download

description: A dataset containing 14465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Amaranthus caudatus L., Amaranthus cruentus L., Amaranthus hypochondriacus L.)"
 ]
}

 The dataset includes 14465 records from 487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023279-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14644159
title: landscape-scale plant cover and biodiversity from soil eDNA

description: Data and R code to reproduce figures and run associated statistics presented in the "landscape-scale plant cover and biodiversity from soil eDNA" manuscript (2025)
DOI: 10.5281/zenodo.14644160
title: landscape-scale plant cover and biodiversity from soil eDNA

description: Data and R code to reproduce figures and run associated statistics presented in the "landscape-scale plant cover and biodiversity from soil eDNA" manuscript (2025)
DOI: 10.15468/dl.xaq44n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peronospora arthurii",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006035-250914085247600/datasets/export for details.
DOI: 10.15468/dl.gmxxsd
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peronospora arthurii",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006033-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2q4jk
title: Occurrence Download

description: A dataset containing 27308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonis vernalis",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 27308 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006032-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8pb8r82dk9.1
title: LDHU3_15.0110

description: Mitoribosomal protein mS23; Leishmania donovani (HU3 strain)
DOI: 10.17632/nz744pxf84.1
title: LDHU3_15.0100

description: Hypothetical protein - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/977pby3946.1
title: LDHU3_15.0090

description: Eukaryotic translation initiation factor 4 gamma type 1 | eIF4G1; Leishmania donovani (HU3 strain)
DOI: 10.17632/8fkj2zmkfy.1
title: Supplementary Material-DB219 MCE towards protease inhibitors, cleavage sites of κ-CN hydrolyzed by DB219 MCE and SDS-PAGE of DB219 MCE

description: Supplementary materials belong to the article "Purification and characteristics of a novel milk-clotting metalloprotease from Bacillus velezensis DB219". The data contain DB219 MCE towards protease inhibitors, cleavage sites of κ-CN hydrolyzed by DB219 MCE and SDS-PAGE of DB219 MCE.
DOI: 10.17632/9r2j42vdgs.1
title: data

description: Simulation data sources include data recorded in the published literature and the results of our studies. The data content is based on the various elements of the alloy and the content of each element as the input layer data, and the tensile strength and conductivity as the output layer. The aim is to design a new composition and use the model to simulate the tensile strength and conductivity of an alloy with that composition.
DOI: 10.17632/xjz27scmjd.2
title: Transcriptomic data of BT549 triple negative breast cancer cells treated with 20 μM NU7441,a DNA-dependent kinase inhibitor

description: DNA-dependent protein kinase catalytic subunit (DNA-PKcs) is a multifunctional serine-threonine protein kinase that plays pleiotropic roles in cancer.NU7441 is a specific DNA-PKcs inhibitor.We investigated the effect of the DNA-dependent kinase (DNA-PK) inhibitor, NU7441, on the transcriptome of BT549 triple negative breast cancer (TNBC) cells.Total RNA extracted from NU7441 or vehicle-treated cells was processed for preparation of sequencing libraries . Assessment of read quality was performed using fastqc tool. Trimming and filtering low-quality reads were performed using fastp. Reads were aligned by hisat2. SAM files were converted to BAM files using Samtools. Mapped reads were quantified using featureCounts.The RNA sequencing results were also subjected to gene differential expression analysis, Gene Ontology (GO) analysis and KEGG pathway analysis. After NU7441 treatment, total number of 2045 differential genes were selected according to |log2(FoldChange)| &gt;= 1 & padj&lt;= 0.05, among which 1365 genes were down-regulated and 680 genes were up-regulated. The differential genes in pattern recognition receptors (PRRs) immune responses signals, including NOD-like receptor signaling, Toll-like receptor signaling, RIG-I-like receptor signaling and Cytosolic DNA-sensing pathways were noted in this paper .
DOI: 10.17632/sg3zcdg9sk.1
title: Data for "Concentrating viable airborne pathogens using a virtual impactor with a compact water-condensation air sampler"

description: These data are those that were used in the writing of the manuscript, "Concentrating viable airborne pathogens using a virtual impactor with a compact water-condensation air sampler," submitted to Aerosol Science and Technology in December 2023.
DOI: 10.17632/ps6245rd59.2
title: Raw dataset for PNAS (Itoh et al, 2024)

description: Raw dataset for the article in PNAS "Lack of evidence for direct ligand-gated ion channel activity of GluD receptors", by Masayuki Itoh, Laura Piotb, Laetitia Mony, Pierre Paoletti, and Michisuke Yuzaki.
DOI: 10.17632/5b4ntgyvyw.1
title: LINF_140010500

description: Delta9-fatty-acid desaturase | Δ9-FADS; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5gzxb2bzs2.2
title: LieWaves: dataset for lie detection based on EEG signals and wavelets

description: This dataset includes EEG signals for lie detection. EEG signals were collected using a wearable and portable EEG device called Emotiv Insight, which has 5 channels, from 27 different subjects. The subjects participated in two experiments, taking on the roles of deceivers and truth-tellers. In each experiment, a box with 5 different beads was given to the subjects, and they were instructed to take 2 beads from the box and place them in their pockets. In the first experiment, subjects were asked to decide whether to assume the role of a deceiver or a truth-teller. In the second experiment, they were required to take on the opposite role. During the experiments, subjects watched a video composed of images of the beads in the box placed in front of them. The video clip started with a 3-second black screen, followed by 2 seconds of bead images and 1 second of a black screen, repeating in this pattern. After obtaining EEG data, the initial 2 seconds of excessive signal data were removed from the raw data, resulting in a total of 75 seconds of EEG data. In the deceiver role, subjects clicked the button in their left hand labeled "no" if the displayed image matched the bead they took, and the button in their right hand labeled "yes" if it did not, thus deceiving about all the images. For the truth-teller role, the opposite actions were taken, clicking "yes" for the taken bead image and "no" for the not-taken bead image, thus telling the truth for all images. EEG signals were recorded following this procedure. The EEG signals underwent an offset removal process to obtain raw EEG data. Both raw data and preprocessed EEG data were stored in .csv format. The purpose of this dataset is to provide EEG signals for lie detection, offering an alternative and diverse dataset with different channel counts.


When this data set is used, the relevant article must be cited. The relevant article citation is below.

Aslan, M., Baykara, M. & Alakus, T.B. LieWaves: dataset for lie detection based on EEG signals and wavelets. Med Biol Eng Comput (2024). https://doi.org/10.1007/s11517-024-03021-2
DOI: 10.17632/5gzxb2bzs2.1
title: LieWaves

description: This dataset includes EEG signals for lie detection. EEG signals were collected using a wearable and portable EEG device called Emotiv Insight, which has 5 channels, from 27 different subjects. The subjects participated in two experiments, taking on the roles of deceivers and truth-tellers. In each experiment, a box with 5 different beads was given to the subjects, and they were instructed to take 2 beads from the box and place them in their pockets. In the first experiment, subjects were asked to decide whether to assume the role of a deceiver or a truth-teller. In the second experiment, they were required to take on the opposite role. During the experiments, subjects watched a video composed of images of the beads in the box placed in front of them. The video clip started with a 3-second black screen, followed by 2 seconds of bead images and 1 second of a black screen, repeating in this pattern. After obtaining EEG data, the initial 2 seconds of excessive signal data were removed from the raw data, resulting in a total of 75 seconds of EEG data. In the deceiver role, subjects clicked the button in their left hand labeled "no" if the displayed image matched the bead they took, and the button in their right hand labeled "yes" if it did not, thus deceiving about all the images. For the truth-teller role, the opposite actions were taken, clicking "yes" for the taken bead image and "no" for the not-taken bead image, thus telling the truth for all images. EEG signals were recorded following this procedure. The EEG signals underwent an offset removal process to obtain raw EEG data. Both raw data and preprocessed EEG data were stored in .csv format. The purpose of this dataset is to provide EEG signals for lie detection, offering an alternative and diverse dataset with different channel counts.
DOI: 10.4121/5264d9a9-2e16-4de1-bf26-f78492116b29
title: Spatial set-up of Anjelierstraat neighborhood in ENVI-met for the Master thesis: Green roofs cooling performance in heat-stress prone neighborhoods under future climate projections.

description: Master thesis title: <em style="background-color:rgb(255, 250, 234);">Green roofs cooling performance in heat-stress prone neighborhoods under future climate projections</em>Supervisor:<em> </em>Lixia Chu (Urban Systems Engineering)Co-supervisor: Gert-Jan Steeneveld(Meteorology and Air Quality)<br>This research aims to understand the effect of green roofs on outdoor human thermal comfort and their cooling performance under future climate projections in Amsterdam's heat-stress-prone neighborhoods. The analysis uses the 3D-microscale ENVI-met software (V5.7) which helps to quantify the thermal benefits of implementing green roofs.The spatial setup was created using the Geodata to ENVI-met plugin in QGIS. The following documents contain two different spatial setups for the Anjelierstraat neighborhood: one with green roofs and one without. This neighborhood was selected due to its high heat stress, roof characteristics, and proximity to a weather station. Detailed information about the data sources and model setup can be found in the README document.
DOI: 10.4121/5264d9a9-2e16-4de1-bf26-f78492116b29.v1
title: Spatial set-up of Anjelierstraat neighborhood in ENVI-met for the Master thesis: Green roofs cooling performance in heat-stress prone neighborhoods under future climate projections.

description: Master thesis title: <em style="background-color:rgb(255, 250, 234);">Green roofs cooling performance in heat-stress prone neighborhoods under future climate projections</em>Supervisor:<em> </em>Lixia Chu (Urban Systems Engineering)Co-supervisor: Gert-Jan Steeneveld(Meteorology and Air Quality)<br>This research aims to understand the effect of green roofs on outdoor human thermal comfort and their cooling performance under future climate projections in Amsterdam's heat-stress-prone neighborhoods. The analysis uses the 3D-microscale ENVI-met software (V5.7) which helps to quantify the thermal benefits of implementing green roofs.The spatial setup was created using the Geodata to ENVI-met plugin in QGIS. The following documents contain two different spatial setups for the Anjelierstraat neighborhood: one with green roofs and one without. This neighborhood was selected due to its high heat stress, roof characteristics, and proximity to a weather station. Detailed information about the data sources and model setup can be found in the README document.
DOI: 10.17632/nvrkj7cygx.2
title: Molecular Modeling Workflow for Optimizing Oxidized Graphene Quantum Dot and Epoxy Nanocomposite for Enhanced Mechanical Properties

description: Graphene quantum dots (GQDs) are the smallest carbon-based filler known to promote more intimate contact with the matrix. Their small size enables simultaneous enhancement of stiffness, strength, and toughness. Additionally, the functionalization of these materials enables other supramolecular interactions like hydrogen bonding that improve the interfacial interaction with the matrix. This dataset provides a molecular dynamics (MD) framework to model a single functionalized GQD embedded in a bisphenol-F epoxy matrix and the effective mechanical response of the nanocomposite. Ten unique chemistries were developed with different oxygen-based functional groups that capture the effect of oxidized GQD on the mechanical properties of the epoxy. Uniaxial strain simulations revealed that a maximum strength gain of 56% and stiffness gain of 18% was computed by the oxidized GQD-epoxy nanocomposite.
DOI: 10.17632/256z7k654k.1
title: The “after you” gesture in a bird

description: Japanese tits build their nests in tree cavities with a small entrance, and males and females enter the nest one at a time. We observed that Japanese tits carrying a food item often fluttered their wings in front of their mates when perched nearby their nestbox with a food item. We proposed the hypothesis that wing-fluttering in Japanese tits functions as a gesture that prompts their mate to enter the nest first, and we tested this hypothesis in our study.

Analyzing the effects of social contexts and sex on the occurrence of wing-fluttering behavior, we found that parents flutter their wings only in the presence of their mate, with females performing this visual display more frequently than males.

Next, we examined the effects of females' wing-fluttering and parental arrival order (which sex visited the nest first) on the nest entry order and the latency of males to enter the nestbox. Our results indicate that wing-fluttering prompts the mate to enter the nest first, suggesting that this behavior functions as a gesture conveying a request message (“after you”).
DOI: 10.17632/xysrhct5ny.1
title: Base de datos Investigación Infodemia de Covid-19 y sus repercusiones sobre la salud mental de personas mayores, región del Biobío, Chile.2022

description: Se comparte base de datos SPSS v 26.0, de investigación VRID: Multidisciplinario (2020000139MUL) denominado Infodemia de Covid-19 y sus repercusiones sobre la salud mental de personas mayores, región del Biobío, Chile, financiado por la Universidad de Concepción, Chile.
DOI: 10.17632/zk33z4vc8k.1
title: LIFU stimulation-induced thalamocortical LTD in adult V1

description: Final data set for the LIFU stimulation-induced thalamocortical LTD in adult V1 paper.
DOI: 10.17632/p3y3mssddx.1
title: Replication data for "Not all luck is created equal: Sources of income inequality and willingness to redistribute"

description: This is the replication data for "Not all luck is created equal: Sources of income inequality and willingness to redistribute". pLease consult the paper for the description of the data and the read me file.
DOI: 10.17632/9k5z8mnz6x.1
title: Data for: Responses of soil bacterial communities to long-term nutrient addition at mangrove sites with contrasting soil types

description: Data for Craig et al. Responses of soil bacterial communities to long-term nutrient addition at mangrove sites with contrasting soil types, published in Estuaries and Coasts. This data related to two field experiments where nitrogen or phosphorus were added to experimental mangrove plots. Soil and leaf samples were analysed for various properties.
DOI: 10.17632/9nmktzbsnt.1
title: Analytical solutions to a theoretical double-axle VBI system

description: Matlab codes were developed to calculate vehicle and bridge responses (displacement, velocity, and acceleration) for a theoretical double-axle vehicle bridge interaction (VBI) system. Both the vehicle and bridge damping effects and multiple bridge vibration modes are considered. Contact patch length and vehicle external excitation are considered. The time step is determined by contact patch length and vehicle speed.
Assumption: 1. The magnitude of the vehicle acceleration (gravitational direction) is negligible compared to the gravitational acceleration constant (g), say &lt;10%. Analytical solutions will be invalid if this condition is not reasonably met; 2. Uniformly distributed bridge property (mass, damping, section stiffness); 3. Vehicle speed is constant.
Limit: 1. Based on Bernoulli-Euler beam theory, flexure effects caused by shear forces, rotary inertial forces, and axial forces are not considered; 2. For zero initial conditions of bridge and vehicle only; 3. Other flaws may also apply, use with caution.
Note: Two forms of solutions (alpha and benchmark) are presented for cross-checking purposes, the results are the same. Simply run the initial.m file then the plot.m file. Edit as needed.
DOI: 10.17632/ccpdymzwn4.1
title: LDHU3_15.0150

description: Mitochondrial carrier protein | MCP23; Leishmania donovani (HU3 strain)
DOI: 10.17632/txr9jftysv.1
title: Fault Tolerance Control Application on Unmanned Aircraft Systems

description: This dataset refers to bibliometric metadata of academic articles focusing on fault-tolerance control systems of UAS, sourced from Scopus and Web of Science.
DOI: 10.17632/mnd53d2kb8.1
title: The road to carbon neutrality in China's building sector

description: The dataset contains two codes: GDIM is used for factorial decomposition. Monte Carlo simulation is used for scenario prediction based on triangular distribution.
DOI: 10.17632/czfghvzkmb.1
title: Digital Rock Physics - Permeability and Formation Factor

description: Digital Rock Physics - Pemeability and Formation Factor dataset

Created by Zeyu Xiong, zx2312@columbia.edu on Jul 10, 2024

This dataset consists of the rock images and corresponding permeability and formation factor tensors, which are saved in the following folders and files.

'digital_rock_images': RVE_i/image and RVE_i/image_bw, saved the voxelized rock images, with white voxels representing rocks and black voxels representing pores.

'permeability_PSD.csv': Permeability tensors are saved in this file component-wisely. Some of the permeability tensors are not positive semi-definite and are labeled zeros. The symmetric part of the permeability tensors may be taken.

'form_factor_data.csv': Formation factor tensors, the inverse of conductivity tensors, are saved component-wisely in this file. 

The learning task is to predict the (symmetric part of) permeability tensor and formation factor tensor given the voxelized rock image.

If you use our data, please cite the following paper: C. Cai, N. Vlassis, L. Magee, R. Ma, Z. Xiong, B. Bahmani, T-F Wong, Y. Wang, W.C. Sun, Equivariant geometric learning for digital rock physics. Part I: Estimating formation factor and effective permeability tensors, International Journal for Multiscale Computation and Engineering, 2021.
DOI: 10.17632/mbnvgzm35n.1
title: DIVERGENT EFFECT OF PREDATION PRESSURE ON GUT MORPHOLOGY SHOWS PARALLEL PATTERNS IN CONGENERIC SPECIES

description: Gut length and standard length for Phalloceros harpagos and Phalloceros anisophallos from high (HP) and low predation (LP) sites
DOI: 10.5281/zenodo.14698645
title: Clozapine Treatment for Aggressive Behaviors in Youths with Neurodevelopmental Disorders

description: This record contains raw data related to the article " Clozapine Treatment for Aggressive Behaviors in Youths with Neurodevelopmental Disorders". In order to request the data you need to contact Dott. Gianluca Sesso at the following email: gianluca.sesso@fsm.unipi.it
DOI: 10.5281/zenodo.14698646
title: Clozapine Treatment for Aggressive Behaviors in Youths with Neurodevelopmental Disorders

description: This record contains raw data related to the article " Clozapine Treatment for Aggressive Behaviors in Youths with Neurodevelopmental Disorders". In order to request the data you need to contact Dott. Gianluca Sesso at the following email: gianluca.sesso@fsm.unipi.it
DOI: 10.17632/r4mh958pgm.1
title: Low cost rotating disk electrode built using accessible hand tools and 3D printing

description: Rotating disk electrodes (RDEs) are ubiquitous among electrochemistry labs for their versatility. They serve to mitigate the mass transport limitations in experiments through hydrodynamic control. Commercially available RDEs cost thousands of USD ($) making them unaffordable for many lower budget research groups or education institutions. Affordable designs exist in literature to make these but precision machined parts are required. The presented prototype is fabricated using a 3D printed design and common hand tools, providing clean and reproducible data. This facilitates production in a wider range of environments for research and education applications, as is ideal in the South African context in which it was designed.
DOI: 10.17632/929jm2wk9s.2
title: Arc-arc amalgamation during accretionary orogenesis: Insights from mid-Paleozoic tectono-magmatic records in Eastern Junggar, NW China

description: Zircon U-Pb-Hf-O data from the Yemaquan arc in the eastern Junggar terrane.
DOI: 10.15468/dl.cftx7c
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron galactinum Balf.fil. ex Tagg"
 ]
}

 The dataset includes 103 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004186-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.